Toggle Poster Visibility
Placeholder
Wed Dec 04 04:00 PM -- 08:00 PM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Placeholder
Thu Dec 05 07:30 AM -- 06:30 PM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Placeholder
Thu Dec 05 08:00 AM -- 09:30 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2, Top of the Wheel, 12th Floor
Breakfast
Session
Thu Dec 05 09:30 AM -- 11:30 AM (PST) @ Emerald Bay B
Tutorial Session B
Session
Thu Dec 05 09:30 AM -- 11:30 AM (PST) @ Emerald Bay A
Tutorial Session A
Tutorial
Thu Dec 05 09:30 AM -- 11:30 AM (PST) @ Emerald Bay B
Causes and Counterfactuals: Concepts, Principles and Tools.
[
Slides]
[
Slides from Video]
Tutorial
Thu Dec 05 09:30 AM -- 11:30 AM (PST) @ Emerald Bay A
Deep Learning for Computer Vision
Break
Thu Dec 05 10:45 AM -- 11:15 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Session
Thu Dec 05 01:00 PM -- 03:00 PM (PST) @ Emerald Bay B
Tutorial Session B
Session
Thu Dec 05 01:00 PM -- 03:00 PM (PST) @ Emerald Bay A
Tutorial Session A
Tutorial
Thu Dec 05 01:00 PM -- 03:00 PM (PST) @ Emerald Bay B
Approximate Bayesian Computation (ABC)
Tutorial
Thu Dec 05 01:00 PM -- 03:00 PM (PST) @ Emerald Bay A
Deep Mathematical Properties of Submodularity with Applications to Machine Learning
Break
Thu Dec 05 03:00 PM -- 03:30 PM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Session
Thu Dec 05 03:30 PM -- 05:30 PM (PST) @ Emerald Bay A
Tutorial Session A
Session
Thu Dec 05 03:30 PM -- 05:30 PM (PST) @ Emerald Bay B
Tutorial Session B
Tutorial
Thu Dec 05 03:30 PM -- 05:30 PM (PST) @ Emerald Bay A
Mechanisms Underlying Visual Object Recognition: Humans vs. Neurons vs. Machines
Tutorial
Thu Dec 05 03:30 PM -- 05:30 PM (PST) @ Emerald Bay B
Learning to Interact
Talk
Thu Dec 05 06:30 PM -- 06:55 PM (PST) @ Harvey's Convention Center Floor, CC
Opening Remarks
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Linear Convergence with Condition Number Independent Access of Full Gradients
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian optimization explains human active search
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Data-driven Distributionally Robust Polynomial Optimization
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Generalized Random Utility Models with Multiple Types
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Polar Operators for Structured Sparse Estimation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Minimax Theory for High-dimensional Gaussian Mixtures with Sparse Mean Separation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimal Neural Population Codes for High-dimensional Stimulus Variables
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Curvature and Optimal Algorithms for Learning and Minimizing Submodular Functions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Accelerating Stochastic Gradient Descent using Predictive Variance Reduction
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Contrastive Learning Using Spectral Methods
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Prices for Repeated Auctions with Strategic Buyers
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Memoized Online Variational Inference for Dirichlet Process Mixture Models
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Efficient Exploration and Value Function Generalization in Deterministic Systems
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Efficient Algorithm for Privately Releasing Smooth Queries
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Pass-efficient unsupervised feature selection
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
(Nearly) Optimal Algorithms for Private Online Learning in Full-information and Bandit Settings
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Scalable Inference for Logistic-Normal Topic Models
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning to Prune in Metric and Non-Metric Spaces
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online learning in episodic Markovian decision processes by relative entropy policy search
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Sampling from the Gibbs Distribution with Random Maximum A-Posteriori Perturbations
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
An Approximate, Efficient LP Solver for LP Rounding
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Manifold-based Similarity Adaptation for Label Propagation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Chordal Markov Networks by Constraint Satisfaction
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reflection methods for user-friendly submodular optimization
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Relevance Topic Model for Unstructured Social Group Activity Recognition
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Similarity Component Analysis
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
EDML for Learning Parameters in Directed and Undirected Graphical Models
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convex Tensor Decomposition via Structured Schatten Norm Regularization
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning in Markov Decision Processes with Adversarially Chosen Transition Probability Distributions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Computing the Stationary Distribution Locally
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Least Informative Dimensions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Power of Asymmetry in Binary Hashing
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Correlated random features for fast semi-supervised learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Scalable Approach to Probabilistic Latent Space Inference of Large-Scale Networks
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Submodular Maximization in Bandit Setting
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Better Approximation and Faster Algorithm Using the Proximal Average
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Auditing: Active Learning with Outcome-Dependent Query Costs
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian inference for low rank spatiotemporal neural receptive fields
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A message-passing algorithm for multi-agent trajectory planning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Blind Calibration in Compressed Sensing using Message Passing Algorithms
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fast Determinantal Point Process Sampling with Application to Clustering
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Projecting Ising Model Parameters for Fast Mixing
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Buy-in-Bulk Active Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mixed Optimization for Smooth Functions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On the Linear Convergence of the Proximal Gradient Method for Trace Norm Regularization
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning of Nonparametric Mixture Models via Sequential Variational Approximation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On the Sample Complexity of Subspace Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Gang of Bandits
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate Gaussian process inference for the drift function in stochastic differential equations
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Latent Structured Active Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Inverses
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Low-Rank Matrix and Tensor Completion via Adaptive Sampling
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Probabilistic Low-Rank Matrix Completion with Adaptive Spectral Regularization Algorithms
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning of Dynamic Parameters in Social Networks
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Supervised Sparse Analysis and Synthesis Operators
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
When are Overcomplete Topic Models Identifiable? Uniqueness of Tensor Tucker Decompositions with Structured Sparsity
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Spectral methods for neural characterization using generalized quadratic models
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimating LASSO Risk and Noise Level
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Compressive Feature Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Model Selection for High-Dimensional Regression under the Generalized Irrepresentability Condition
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Cluster Trees on Manifolds
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Generalized Method-of-Moments for Rank Aggregation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Solving the multi-way matching problem by permutation synchronization
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convex Relaxations for Permutation Problems
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Hierarchical Modular Optimization of Convolutional Networks Achieves Representations Similar to Macaque IT and Human Ventral Stream
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Σ-Optimality for Active Learning on Gaussian Random Fields
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimation, Optimization, and Parallelism when Data is Sparse
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep content-based music recommendation
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust learning of low-dimensional dynamics from large neural ensembles
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Marginals-to-Models Reducibility
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multiscale Dictionary Learning for Estimating Conditional Distributions
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Embed and Project: Discrete Sampling with Universal Hashing
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Modeling Overlapping Communities with Node Popularities
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning and using language via recursive pragmatic reasoning about other agents
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Convex Optimization with Multiple Objectives
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Stability-based Validation Procedure for Differentially Private Machine Learning
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Streaming Variational Bayes
[
PDF]
Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models
[
PDF]
Session
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Poster Session
Placeholder
Fri Dec 06 07:30 AM -- 09:00 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2, Top of the Wheel, 12th Floor
Breakfast
Placeholder
Fri Dec 06 07:30 AM -- 05:30 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Invited Talk
Fri Dec 06 09:00 AM -- 09:45 AM (PST) @ Harvey's Convention Center Floor, CC
Small, n=me, Data
Session
Fri Dec 06 09:00 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 1
Oral
Fri Dec 06 09:50 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Scalable Influence Estimation in Continuous-Time Diffusion Networks
Session
Fri Dec 06 10:10 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 1
Spotlight
Fri Dec 06 10:10 AM -- 10:14 AM (PST) @ Harvey's Convention Center Floor, CC
Adaptive Anonymity via $b$-Matching
Spotlight
Fri Dec 06 10:14 AM -- 10:18 AM (PST) @ Harvey's Convention Center Floor, CC
Exact and Stable Recovery of Pairwise Interaction Tensors
Spotlight
Fri Dec 06 10:18 AM -- 10:22 AM (PST) @ Harvey's Convention Center Floor, CC
Matrix factorization with binary components
Spotlight
Fri Dec 06 10:22 AM -- 10:26 AM (PST) @ Harvey's Convention Center Floor, CC
On the Complexity and Approximation of Binary Evidence in Lifted Inference
Spotlight
Fri Dec 06 10:26 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Unsupervised Spectral Learning of Finite State Transducers
Break
Fri Dec 06 10:30 AM -- 10:55 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Session
Fri Dec 06 10:55 AM -- 11:40 AM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 2
Session
Fri Dec 06 10:55 AM -- 11:00 AM (PST) @ Harvey's Convention Center Floor, CC
NIPS Award Session
Oral
Fri Dec 06 11:00 AM -- 11:20 AM (PST) @ Harvey's Convention Center Floor, CC
On Decomposing the Proximal Map
Oral
Fri Dec 06 11:20 AM -- 11:40 AM (PST) @ Harvey's Convention Center Floor, CC
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty
Session
Fri Dec 06 11:40 AM -- 12:05 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 2
Spotlight
Fri Dec 06 11:40 AM -- 11:44 AM (PST) @ Harvey's Convention Center Floor, CC
Provable Subspace Clustering: When LRR meets SSC
Spotlight
Fri Dec 06 11:44 AM -- 11:48 AM (PST) @ Harvey's Convention Center Floor, CC
Matrix Completion From any Given Set of Observations
Spotlight
Fri Dec 06 11:48 AM -- 11:52 AM (PST) @ Harvey's Convention Center Floor, CC
Convex Two-Layer Modeling
Spotlight
Fri Dec 06 11:52 AM -- 11:56 AM (PST) @ Harvey's Convention Center Floor, CC
Reconciling "priors'' & "priors" without prejudice?
Spotlight
Fri Dec 06 11:56 AM -- 12:00 PM (PST) @ Harvey's Convention Center Floor, CC
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model
Spotlight
Fri Dec 06 12:00 PM -- 12:04 PM (PST) @ Harvey's Convention Center Floor, CC
Structured Learning via Logistic Regression
Spotlight
Fri Dec 06 12:04 PM -- 12:08 PM (PST) @ Harvey's Convention Center Floor, CC
Graphical Models for Inference with Missing Data
Break
Fri Dec 06 12:05 PM -- 02:00 PM (PST)
Lunch Break
Invited Talk
Fri Dec 06 02:00 PM -- 02:45 PM (PST) @ Harvey's Convention Center Floor, CC
Memory Reactivation in Awake and Sleep States
Session
Fri Dec 06 02:00 PM -- 03:30 PM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 3
Oral
Fri Dec 06 02:50 PM -- 03:10 PM (PST) @ Harvey's Convention Center Floor, CC
Correlations strike back (again): the case of associative memory retrieval
Oral
Fri Dec 06 03:10 PM -- 03:30 PM (PST) @ Harvey's Convention Center Floor, CC
A memory frontier for complex synapses
Session
Fri Dec 06 03:30 PM -- 03:50 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 3
Spotlight
Fri Dec 06 03:30 PM -- 03:34 PM (PST) @ Harvey's Convention Center Floor, CC
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
Spotlight
Fri Dec 06 03:34 PM -- 03:38 PM (PST) @ Harvey's Convention Center Floor, CC
Inferring neural population dynamics from multiple partial recordings of the same neural circuit
Spotlight
Fri Dec 06 03:38 PM -- 03:42 PM (PST) @ Harvey's Convention Center Floor, CC
Noise-Enhanced Associative Memories
Spotlight
Fri Dec 06 03:42 PM -- 03:46 PM (PST) @ Harvey's Convention Center Floor, CC
Demixing odors - fast inference in olfaction
Spotlight
Fri Dec 06 03:46 PM -- 03:50 PM (PST) @ Harvey's Convention Center Floor, CC
Recurrent linear models of simultaneously-recorded neural populations
Break
Fri Dec 06 03:50 PM -- 04:15 PM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Session
Fri Dec 06 04:15 PM -- 04:20 PM (PST) @ Harvey's Convention Center Floor, CC
NIPS Award Session
Session
Fri Dec 06 04:15 PM -- 05:40 PM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 4
Oral
Fri Dec 06 04:20 PM -- 04:40 PM (PST) @ Harvey's Convention Center Floor, CC
Understanding Dropout
Oral
Fri Dec 06 04:40 PM -- 05:00 PM (PST) @ Harvey's Convention Center Floor, CC
Annealing between distributions by averaging moments
Oral
Fri Dec 06 05:00 PM -- 05:20 PM (PST) @ Harvey's Convention Center Floor, CC
A simple example of Dirichlet process mixture inconsistency for the number of components
Oral
Fri Dec 06 05:20 PM -- 05:40 PM (PST) @ Harvey's Convention Center Floor, CC
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs
Session
Fri Dec 06 05:40 PM -- 06:00 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 4
Spotlight
Fri Dec 06 05:40 PM -- 05:44 PM (PST) @ Harvey's Convention Center Floor, CC
Dropout Training as Adaptive Regularization
Spotlight
Fri Dec 06 05:44 PM -- 05:48 PM (PST) @ Harvey's Convention Center Floor, CC
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex
Spotlight
Fri Dec 06 05:48 PM -- 05:52 PM (PST) @ Harvey's Convention Center Floor, CC
Restricting exchangeable nonparametric distributions
Spotlight
Fri Dec 06 05:52 PM -- 05:56 PM (PST) @ Harvey's Convention Center Floor, CC
Approximate inference in latent Gaussian-Markov models from continuous time observations
Spotlight
Fri Dec 06 05:56 PM -- 06:00 PM (PST) @ Harvey's Convention Center Floor, CC
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe A+B, Harrah’s Special Events Center 2nd Floor
Accelerating Deep Neural Networks on Mobile Processor with Embedded Programmable Logic
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe A+B, Harrah’s Special Events Center 2nd Floor
Controlling Robot Dynamics With Spiking Neurons
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe C, Harrah’s Special Events Center 2nd Floor
Di-BOSS™: Digital Building Operating System Solution
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
Codewebs: a Pedagogical Search Engine for Code Submissions to a MOOC
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
A Mobile Development Platform for Adaptive Machine Learning and Neuromorphic Computing in Robotics
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
The Three-Weight Algorithm: Enhancing ADMM for Large-Scale Distributed Optimization
Demonstration
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
NCS: A Novel CPU/GPU Simulation Environment for Large-Scale Biologically-Realistic Neural Modeling
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Phase Retrieval using Alternating Minimization
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A memory frontier for complex synapses
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Matrix Completion From any Given Set of Observations
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Optimization of PCA with Capped MSG
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Efficient Random Maximum A-Posteriori Predictors with Non-Decomposable Loss Functions
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Wavelets on Graphs via Deep Learning
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On the Complexity and Approximation of Binary Evidence in Lifted Inference
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Machine Teaching for Bayesian Learners in the Exponential Family
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate inference in latent Gaussian-Markov models from continuous time observations
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Determinantal Point Process Latent Variable Model for Inhibition in Neural Spiking Data
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Demixing odors - fast inference in olfaction
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Low-rank matrix reconstruction and clustering via approximate message passing
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reasoning With Neural Tensor Networks for Knowledge Base Completion
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Integrated Non-Factorized Variational Inference
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Regret based Robust Solutions for Uncertain Markov Decision Processes
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Recurrent linear models of simultaneously-recorded neural populations
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Efficient Online Inference for Bayesian Nonparametric Relational Models
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multisensory Encoding, Decoding, and Identification
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Matrix factorization with binary components
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Generalized Denoising Auto-Encoders as Generative Models
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Multi-level Sparse Representations
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Top-Down Regularization of Deep Belief Networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive dropout for training deep neural networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Zero-Shot Learning Through Cross-Modal Transfer
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning to Pass Expectation Propagation Messages
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Deep Architecture for Matching Short Texts
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Unsupervised Spectral Learning of Finite State Transducers
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Capacity of strong attractor patterns to model behavioural and cognitive prototypes
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed Submodular Maximization: Identifying Representative Elements in Massive Data
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Scalable Influence Estimation in Continuous-Time Diffusion Networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Compete to Compute
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Recurrent networks of coupled Winner-Take-All oscillators for solving constraint satisfaction problems
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reciprocally Coupled Local Estimators Implement Bayesian Information Integration Distributively
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Decomposing the Proximal Map
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Provable Subspace Clustering: When LRR meets SSC
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Structured Learning via Logistic Regression
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Anonymity via $b$-Matching
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Transportability from Multiple Environments with Limited Experiments
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Understanding Dropout
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Neural representation of action sequences: how far can a simple snippet-matching model take us?
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Causal Inference on Time Series using Restricted Structural Equation Models
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Large Scale Distributed Sparse Precision Estimation
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variance Reduction for Stochastic Gradient Optimization
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multi-Prediction Deep Boltzmann Machines
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Feedforward Neural Networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A simple example of Dirichlet process mixture inconsistency for the number of components
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Inferring neural population dynamics from multiple partial recordings of the same neural circuit
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Noise-Enhanced Associative Memories
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Correlations strike back (again): the case of associative memory retrieval
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Real-Time Inference for a Gamma Process Model of Neural Spiking
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Predicting Parameters in Deep Learning
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Memory Limited, Streaming PCA
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dropout Training as Adaptive Regularization
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Analyzing Hogwild Parallel Gaussian Gibbs Sampling
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reconciling "priors'' & "priors" without prejudice?
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
RNADE: The real-valued neural autoregressive density-estimator
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Hidden Markov Models from Non-sequence Data via Tensor Decomposition
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Nonparametric Multi-group Membership Model for Dynamic Networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Global Solver and Its Efficient Approximation for Variational Bayesian Low-rank Subspace Clustering
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Image Denoising with Multi-Column Deep Neural Networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Firing rate predictions in optimal balanced networks
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian inference as iterated random functions with applications to sequential inference in graphical models
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimistic Concurrency Control for Distributed Unsupervised Learning
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Discriminative Transfer Learning with Tree-based Priors
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variational Planning for Graph-based MDPs
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Graphical Models for Inference with Missing Data
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Non-Uniform Camera Shake Removal Using a Spatially-Adaptive Sparse Penalty
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Near-Optimal Entrywise Sampling for Data Matrices
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Hierarchical Community Discovery
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Simultaneous Rectification and Alignment via Robust Recovery of Low-rank Tensors
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Translating Embeddings for Modeling Multi-relational Data
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Flexible sampling of discrete data correlations without the marginal distributions
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Exact and Stable Recovery of Pairwise Interaction Tensors
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Perfect Associative Learning with Spike-Timing-Dependent Plasticity
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Restricting exchangeable nonparametric distributions
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian entropy estimation for binary spike train data using parametric prior knowledge
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning with Noisy Labels
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On the Expressive Power of Restricted Boltzmann Machines
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed Representations of Words and Phrases and their Compositionality
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Universal models for binary spike patterns using centered Dirichlet processes
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Annealing between distributions by averaging moments
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Auxiliary-variable Exact Hamiltonian Monte Carlo Samplers for Binary Distributions
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convex Two-Layer Modeling
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Sparse Principal Component Regression under the High Dimensional Elliptical Model
[
PDF]
Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A New Convex Relaxation for Tensor Completion
[
PDF]
Session
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Demonstrations
Session
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Poster Session
Placeholder
Sat Dec 07 07:30 AM -- 09:00 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2, Top of the Wheel, 12th Floor
Breakfast
Placeholder
Sat Dec 07 07:30 AM -- 05:30 PM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Invited Talk (Posner Lecture)
Sat Dec 07 09:00 AM -- 09:45 AM (PST) @ Harvey's Convention Center Floor, CC
The Online Revolution: Learning without Limits
Session
Sat Dec 07 09:00 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 5
Oral
Sat Dec 07 09:50 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Optimizing Instructional Policies
Session
Sat Dec 07 10:10 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 5
Spotlight
Sat Dec 07 10:10 AM -- 10:14 AM (PST) @ Harvey's Convention Center Floor, CC
Linear decision rule as aspiration for simple decision heuristics
Spotlight
Sat Dec 07 10:14 AM -- 10:18 AM (PST) @ Harvey's Convention Center Floor, CC
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough?
Spotlight
Sat Dec 07 10:18 AM -- 10:22 AM (PST) @ Harvey's Convention Center Floor, CC
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits
Spotlight
Sat Dec 07 10:22 AM -- 10:26 AM (PST) @ Harvey's Convention Center Floor, CC
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Spotlight
Sat Dec 07 10:26 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Lasso Screening Rules via Dual Polytope Projection
Break
Sat Dec 07 10:30 AM -- 11:00 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Oral
Sat Dec 07 11:00 AM -- 11:20 AM (PST) @ Harvey's Convention Center Floor, CC
A Kernel Test for Three-Variable Interactions
Session
Sat Dec 07 11:00 AM -- 11:40 AM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 6
Oral
Sat Dec 07 11:20 AM -- 11:40 AM (PST) @ Harvey's Convention Center Floor, CC
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
Session
Sat Dec 07 11:40 AM -- 12:00 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 6
Spotlight
Sat Dec 07 11:40 AM -- 11:44 AM (PST) @ Harvey's Convention Center Floor, CC
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space
Spotlight
Sat Dec 07 11:44 AM -- 11:48 AM (PST) @ Harvey's Convention Center Floor, CC
Learning Kernels Using Local Rademacher Complexity
Spotlight
Sat Dec 07 11:48 AM -- 11:52 AM (PST) @ Harvey's Convention Center Floor, CC
Inverse Density as an Inverse Problem: the Fredholm Equation Approach
Spotlight
Sat Dec 07 11:52 AM -- 11:56 AM (PST) @ Harvey's Convention Center Floor, CC
Regression-tree Tuning in a Streaming Setting
Spotlight
Sat Dec 07 11:56 AM -- 12:00 PM (PST) @ Harvey's Convention Center Floor, CC
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)
Break
Sat Dec 07 12:00 PM -- 02:00 PM (PST)
Lunch Break
Invited Talk
Sat Dec 07 02:00 PM -- 02:45 PM (PST) @ Harvey's Convention Center Floor, CC
Belief Propagation Algorithms: From Matching Problems to Network Discovery in Cancer Genomics
Session
Sat Dec 07 02:00 PM -- 03:30 PM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 7
Oral
Sat Dec 07 02:50 PM -- 03:10 PM (PST) @ Harvey's Convention Center Floor, CC
Message Passing Inference with Chemical Reaction Networks
Oral
Sat Dec 07 03:10 PM -- 03:30 PM (PST) @ Harvey's Convention Center Floor, CC
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
Session
Sat Dec 07 03:30 PM -- 03:50 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 7
Spotlight
Sat Dec 07 03:30 PM -- 03:34 PM (PST) @ Harvey's Convention Center Floor, CC
PAC-Bayes-Empirical-Bernstein Inequality
Spotlight
Sat Dec 07 03:34 PM -- 03:38 PM (PST) @ Harvey's Convention Center Floor, CC
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
Spotlight
Sat Dec 07 03:38 PM -- 03:42 PM (PST) @ Harvey's Convention Center Floor, CC
More data speeds up training time in learning halfspaces over sparse vectors
Spotlight
Sat Dec 07 03:42 PM -- 03:46 PM (PST) @ Harvey's Convention Center Floor, CC
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses
Spotlight
Sat Dec 07 03:46 PM -- 03:50 PM (PST) @ Harvey's Convention Center Floor, CC
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
Break
Sat Dec 07 03:50 PM -- 04:20 PM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Oral
Sat Dec 07 04:20 PM -- 04:40 PM (PST) @ Harvey's Convention Center Floor, CC
From Bandits to Experts: A Tale of Domination and Independence
Session
Sat Dec 07 04:20 PM -- 05:40 PM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 8
Oral
Sat Dec 07 04:40 PM -- 05:00 PM (PST) @ Harvey's Convention Center Floor, CC
Eluder Dimension and the Sample Complexity of Optimistic Exploration
Oral
Sat Dec 07 05:00 PM -- 05:20 PM (PST) @ Harvey's Convention Center Floor, CC
Adaptive Market Making via Online Learning
Oral
Sat Dec 07 05:20 PM -- 05:40 PM (PST) @ Harvey's Convention Center Floor, CC
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
Session
Sat Dec 07 05:40 PM -- 06:00 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 8
Spotlight
Sat Dec 07 05:40 PM -- 05:44 PM (PST) @ Harvey's Convention Center Floor, CC
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal
Spotlight
Sat Dec 07 05:44 PM -- 05:48 PM (PST) @ Harvey's Convention Center Floor, CC
Small-Variance Asymptotics for Hidden Markov Models
Spotlight
Sat Dec 07 05:48 PM -- 05:52 PM (PST) @ Harvey's Convention Center Floor, CC
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited
Spotlight
Sat Dec 07 05:52 PM -- 05:56 PM (PST) @ Harvey's Convention Center Floor, CC
Using multiple samples to learn mixture models
Spotlight
Sat Dec 07 05:56 PM -- 06:00 PM (PST) @ Harvey's Convention Center Floor, CC
Approximate Inference in Continuous Determinantal Processes
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe C
Demos of Deep Learning Technologies at Baidu IDL
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
Cross-Lingual Technologies: Text to Logic Mapping, Search and Classification over 100 Languages
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe A+B, Harrah’s Special Events Center 2nd Floor
Making Smooth Topical Connections on Touch Devices
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe A+B, Harrah’s Special Events Center 2nd Floor
Distributed Representations of Words and Phrases and their Compositionality
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
Topic Modeling for Robots
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
Easy Text Classification with Machine Learning
Demonstration
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
Deep Content-Based Music Recommendation
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Unsupervised Structure Learning of Stochastic And-Or Grammars
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Solving inverse problem of Markov chain with partial observations
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
More data speeds up training time in learning halfspaces over sparse vectors
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Inference and Online Experimental Design for Mapping Neural Microcircuits
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online PCA for Contaminated Data
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convex Calibrated Surrogates for Low-Rank Loss Matrices with Applications to Subset Ranking Losses
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sequential Transfer in Multi-armed Bandit with Finite Set of Models
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Predictive PAC Learning and Process Decompositions
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimizing Instructional Policies
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Message Passing Inference with Chemical Reaction Networks
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Regularized M-estimators with nonconvexity: Statistical and algorithmic theory for local optima
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Two-Target Algorithms for Infinite-Armed Bandits with Bernoulli Rewards
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Eluder Dimension and the Sample Complexity of Optimistic Exploration
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
What do row and column marginals reveal about your dataset?
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Spike train entropy-rate estimation using hierarchical Dirichlet process priors
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Market Making via Online Learning
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Small-Variance Asymptotics for Hidden Markov Models
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multi-Task Bayesian Optimization
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed k-means and k-median clustering on general communication topologies
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Multiple Models via Regularized Weighting
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough?
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Bloom Filters for Large MultiLabel Classification Tasks
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Flat versus Hierarchical Classification in Large-Scale Taxonomies
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Regression-tree Tuning in a Streaming Setting
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Gaussian Process Conditional Copulas with Applications to Financial Time Series
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Locally Adaptive Bayesian Multivariate Time Series
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
From Bandits to Experts: A Tale of Domination and Independence
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Inverse Density as an Inverse Problem: the Fredholm Equation Approach
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Thompson Sampling for 1-Dimensional Exponential Family Bandits
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate Inference in Continuous Determinantal Processes
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multiclass Total Variation Clustering
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Statistical Active Learning Algorithms
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Probabilistic Principal Geodesic Analysis
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Kernel Test for Three-Variable Interactions
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Designed Measurements for Vector Count Data
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Transfer Principal Component Analysis with Rank Constraints
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Latent Source Model for Nonparametric Time Series Classification
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Efficient Optimization for Sparse Gaussian Process Regression
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Comparative Framework for Preconditioned Lasso Algorithms
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Data-Driven Dynamic Programming
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
B-test: A Non-parametric, Low Variance Kernel Two-sample Test
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Which Space Partitioning Tree to Use for Search?
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dirty Statistical Models
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Prior-free and prior-dependent regret bounds for Thompson Sampling
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Rapid Distance-Based Outlier Detection via Sampling
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process Mixture
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Robust PCA via Stochastic Optimization
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
New Subsampling Algorithms for Fast Least Squares Regression
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Using multiple samples to learn mixture models
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variational Inference for Mahalanobis Distance Metrics in Gaussian Process Regression
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Variational Approximations to non-Exponential Family Change Point Models: With Application to Radar Tracking
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Summary Statistics for Partitionings and Feature Allocations
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
One-shot learning and big data with n=2
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Density estimation from unweighted k-nearest neighbor graphs: a roadmap
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
PAC-Bayes-Empirical-Bernstein Inequality
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Randomized Dependence Coefficient
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Latent Maximum Margin Clustering
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Lasso Screening Rules via Dual Polytope Projection
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Inference and Learning in Gaussian Process State-Space Models with Particle MCMC
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Low Rank Kernel Embeddings of Multivariate Distributions
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Fast Convergence of Incremental PCA
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptivity to Local Smoothness and Dimension in Kernel Regression
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On the Relationship Between Binary Classification, Bipartite Ranking, and Binary Class Probability Estimation
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sketching Structured Matrices for Faster Nonlinear Regression
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Linear decision rule as aspiration for simple decision heuristics
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Moment-based Uniform Deviation Bounds for $k$-means and Friends
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Kernels Using Local Rademacher Complexity
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multilinear Dynamical Systems for Tensor Time Series
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
k-Prototype Learning for 3D Rigid Structures
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
One-shot learning by inverting a compositional causal process
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sign Cauchy Projections and Chi-Square Kernel
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Synthesizing Robust Plans under Incomplete Domain Models
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Majorization-Minimization Algorithms for Large-Scale Optimization
[
PDF]
Poster
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion
[
PDF]
Session
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Demonstrations
Session
Sat Dec 07 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Poster Session
Placeholder
Sun Dec 08 07:30 AM -- 03:00 PM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Placeholder
Sun Dec 08 07:30 AM -- 09:00 AM (PST)
Breakfast
Invited Talk (Posner Lecture)
Sun Dec 08 09:00 AM -- 09:45 AM (PST) @ Harvey's Convention Center Floor, CC
Neural Reinforcement Learning
Session
Sun Dec 08 09:00 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 9
Oral
Sun Dec 08 09:50 AM -- 10:10 AM (PST) @ Harvey's Convention Center Floor, CC
Actor-Critic Algorithms for Risk-Sensitive MDPs
Session
Sun Dec 08 10:10 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 9
Spotlight
Sun Dec 08 10:10 AM -- 10:14 AM (PST) @ Harvey's Convention Center Floor, CC
Learning from Limited Demonstrations
Spotlight
Sun Dec 08 10:14 AM -- 10:18 AM (PST) @ Harvey's Convention Center Floor, CC
Distributed Exploration in Multi-Armed Bandits
Spotlight
Sun Dec 08 10:18 AM -- 10:22 AM (PST) @ Harvey's Convention Center Floor, CC
Dimension-Free Exponentiated Gradient
Spotlight
Sun Dec 08 10:22 AM -- 10:26 AM (PST) @ Harvey's Convention Center Floor, CC
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures
Spotlight
Sun Dec 08 10:26 AM -- 10:30 AM (PST) @ Harvey's Convention Center Floor, CC
Robust Spatial Filtering with Beta Divergence
Break
Sun Dec 08 10:30 AM -- 10:50 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2
Coffee Break
Invited Talk
Sun Dec 08 10:50 AM -- 11:30 AM (PST) @ Harvey's Convention Center Floor, CC
New Methods for the Analysis of Genome Variation Data
Session
Sun Dec 08 10:50 AM -- 12:00 PM (PST) @ Harvey's Convention Center Floor, CC
Oral Session 10
Oral
Sun Dec 08 11:40 AM -- 12:00 PM (PST) @ Harvey's Convention Center Floor, CC
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables
Session
Sun Dec 08 12:00 PM -- 12:20 PM (PST) @ Harvey's Convention Center Floor, CC
Spotlight Session 10
Spotlight
Sun Dec 08 12:00 PM -- 12:04 PM (PST) @ Harvey's Convention Center Floor, CC
Speeding up Permutation Testing in Neuroimaging
Spotlight
Sun Dec 08 12:04 PM -- 12:08 PM (PST) @ Harvey's Convention Center Floor, CC
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
Spotlight
Sun Dec 08 12:08 PM -- 12:12 PM (PST) @ Harvey's Convention Center Floor, CC
Deep Fisher Networks for Large-Scale Image Classification
Spotlight
Sun Dec 08 12:12 PM -- 12:16 PM (PST) @ Harvey's Convention Center Floor, CC
Sinkhorn Distances: Lightspeed Computation of Optimal Transport
Spotlight
Sun Dec 08 12:16 PM -- 12:20 PM (PST) @ Harvey's Convention Center Floor, CC
Understanding variable importances in forests of randomized trees
Talk
Sun Dec 08 12:20 PM -- 12:30 PM (PST)
Closing Remarks
Break
Sun Dec 08 12:30 PM -- 02:00 PM (PST)
Lunch Break
Session
Sun Dec 08 12:40 PM -- 01:40 PM (PST) @ Lake Tahoe Resort Hotel (SS Stanford & SS Blaisdel rooms)
Ben Taskar Memorial Session
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse Inverse Covariance Estimation with Calibration
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Documents as multiple overlapping windows into grids of counts
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Transfer Learning in a Transductive Setting
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Modeling Clutter Perception using Parametric Proto-object Partitioning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep Fisher Networks for Large-Scale Image Classification
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Training and Analysing Deep Recurrent Neural Networks
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Decision Jungles: Compact and Rich Models for Classification
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variational Policy Search via Trajectory Optimization
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
What Are the Invariant Occlusive Components of Image Patches? A Probabilistic Generative Approach
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Actor-Critic Algorithms for Risk-Sensitive MDPs
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On model selection consistency of penalized M-estimators: a geometric theory
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Binary to Bushy: Bayesian Hierarchical Clustering with the Beta Coalescent
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Lexical and Hierarchical Topic Regression
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimal integration of visual speed across different spatiotemporal frequency channels
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
(More) Efficient Reinforcement Learning via Posterior Sampling
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Minimax Optimal Algorithms for Unconstrained Linear Optimization
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Tracking Time-varying Graphical Structure
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning with Costly Features and Labels
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Factorized Asymptotic Bayesian Inference for Latent Feature Models
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Novel Two-Step Method for Cross Language Representation Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reshaping Visual Datasets for Domain Adaptation
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Context-sensitive active sensing in humans
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Parametric Task Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Step-Size for Policy Gradient Methods
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Extracting regions of interest from biological images with convolutional sparse block coding
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Poisson Graphical Models
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
DESPOT: Online POMDP Planning with Regularization
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Third-Order Edge Statistics: Contour Continuation, Curvature, and Cortical Connections
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fast Template Evaluation with Vector Quantization
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dimension-Free Exponentiated Gradient
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Gaussian Graphical Models with Observed or Latent FVSs
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Generalizing Analytic Shrinkage for Arbitrary Covariance Structures
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Heterogeneous-Neighborhood-based Multi-Task Local Learning Algorithms
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A multi-agent control framework for co-adaptation in brain-computer interfaces
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convergence of Monte Carlo Tree Search in Simultaneous Move Games
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
DeViSE: A Deep Visual-Semantic Embedding Model
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reward Mapping for Transfer in Long-Lived Agents
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning from Limited Demonstrations
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimating the Unseen: Improved Estimators for Entropy and other Properties
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning word embeddings efficiently with noise-contrastive estimation
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Projected Natural Actor-Critic
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sinkhorn Distances: Lightspeed Computation of Optimal Transport
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Action from Still Image Dataset and Inverse Optimal Control to Learn Task Specific Visual Scanpaths
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimation Bias in Multi-Armed Bandit Algorithms for Search Advertising
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Probabilistic Movement Primitives
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Global MAP-Optimality by Shrinking the Combinatorial Search Area with Convex Relaxation
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reservoir Boosting : Between Online and Offline Ensemble Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A* Lasso for Learning a Sparse Bayesian Network Structure for Continuous Variables
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Online Learning with Switching Costs and Other Adaptive Adversaries
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Approximate Dynamic Programming Finally Performs Well in the Game of Tetris
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning the Local Statistics of Optical Flow
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Sparse Additive Text Models with Low Rank Background
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mapping paradigm ontologies to and from the brain
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Geometric optimisation on positive definite matrices for elliptically contoured distributions
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Near-optimal Anomaly Detection in Graphs using Lovasz Extended Scan Statistic
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Understanding variable importances in forests of randomized trees
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Non-Linear Domain Adaptation with Boosting
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mid-level Visual Element Discovery as Discriminative Mode Seeking
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Higher Order Priors for Joint Intrinsic Image, Objects, and Attributes Estimation
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Trajectory Preferences for Manipulators via Iterative Improvement
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Algorithms for Sparse Multi-factor NMF
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Conditional Random Fields via Univariate Exponential Families
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reinforcement Learning in Robust Markov Decision Processes
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Optimization, Learning, and Games with Predictable Sequences
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Feature Selection Dependencies in Multi-task Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning a Deep Compact Image Representation for Visual Tracking
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Beyond Pairwise: Provably Fast Algorithms for Approximate $k$-Way Similarity Search
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed Exploration in Multi-Armed Bandits
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
The Pareto Regret Frontier
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
BIG & QUIC: Sparse Inverse Covariance Estimation for a Million Variables
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Direct 0-1 Loss Minimization and Margin Maximization with Boosting
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Scalable kernels for graphs with continuous attributes
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning invariant representations and applications to face verification
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep Neural Networks for Object Detection
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Speeding up Permutation Testing in Neuroimaging
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Analyzing the Harmonic Structure in Graph-Based Learning
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Adaptive Value of Information for Structured Prediction
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Spatial Filtering with Beta Divergence
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
First-order Decomposition Trees
[
PDF]
Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
High-Dimensional Gaussian Process Bandits
[
PDF]
Session
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Poster Session
Placeholder
Mon Dec 09 06:30 AM -- 08:00 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2, Harrahs SEC Foyer
Breakfast
Placeholder
Mon Dec 09 06:30 AM -- 11:00 AM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Workshop
Mon Dec 09 07:00 AM -- 06:30 PM (PST) @ Harrah's Fallen+Marla
Extreme Classification: Multi-Class & Multi-Label Learning with Millions of Categories
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe A+B
Crowdsourcing: Theory, Algorithms and Applications
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 2
Perturbations, Optimization, and Statistics
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 1
Advances in Machine Learning for Sensorimotor Control
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 6
High-dimensional Statistical Inference in the Brain
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 5
Randomized Methods for Machine Learning
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Sand Harbor II
Deep Learning
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay B
Big Learning : Advances in Algorithms and Data Management
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay A
Probabilistic Models for Big Data
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe D
Planning with Information Constraints for Control, Reinforcement Learning, Computational Neuroscience, Robotics and Games.
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Sand Harbor III
Output Representation Learning
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe C
OPT2013: Optimization for Machine Learning
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Zephyr
Modern Nonparametric Methods in Machine Learning
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Tallac
Large Scale Matrix Analysis and Inference
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Sand Harbor I
Discrete Optimization in Machine Learning: Connecting Theory and Practice
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 3
Frontiers of Network Analysis: Methods, Models, and Applications
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Sierra
MLINI-13: Machine Learning and Interpretation in Neuroimaging (Day 1)
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harrah's Glenbrook+Emerald
NIPS 2013 Workshop on Causality: Large-scale Experiment Design and Inference of Causal Mechanisms
Workshop
Mon Dec 09 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 4
What Difference Does Personalization Make?
Break
Mon Dec 09 09:00 AM -- 09:30 AM (PST)
Coffee Break
Break
Mon Dec 09 10:30 AM -- 03:30 PM (PST)
Break
Placeholder
Mon Dec 09 03:30 PM -- 03:30 PM (PST)
Workshops Resume
Break
Mon Dec 09 05:00 PM -- 05:30 PM (PST)
Coffee Break
Placeholder
Tue Dec 10 06:30 AM -- 08:00 AM (PST) @ Harvey's: Garden Buffet, Promenade 1+2, Harrahs SEC Foyer
Breakfast
Placeholder
Tue Dec 10 06:30 AM -- 11:00 AM (PST) @ Harvey's Convention Center Floor, CC
Registration Desk
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe B
Workshop on Spectral Learning
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 3
Resource-Efficient Machine Learning
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 5
Machine Learning Open Source Software: Towards Open Workflows
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 1
Constructive Machine Learning
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Fallen+Marla
New Directions in Transfer and Multi-Task: Learning Across Domains and Tasks
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe A
Learning Faster From Easy Data
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 2
Knowledge Extraction from Text (KET)
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe C
Neural Information Processing Scaled for Bioacoustics : NIPS4B
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Tahoe D
Data Driven Education
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay B
Topic Models: Computation, Application, and Evaluation
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 6
Greedy Algorithms, Frank-Wolfe and Friends - A modern perspective
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay 4
Acquiring and Analyzing the Activity of Large Neural Ensembles
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harrah's Glenbrook+Emerald
Machine Learning for Sustainability
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Zephyr
Machine Learning in Computational Biology
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Sierra
MLINI-13: Machine Learning and Interpretation in Neuroimaging (Day 2)
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Emerald Bay A
Bayesian Optimization in Theory and Practice
Workshop
Tue Dec 10 07:30 AM -- 06:30 PM (PST) @ Harvey's Tallac
Machine Learning for Clinical Data Analysis and Healthcare
Break
Tue Dec 10 09:00 AM -- 09:30 AM (PST)
Coffee Break
Break
Tue Dec 10 10:30 AM -- 03:30 PM (PST)
Break
Placeholder
Tue Dec 10 03:30 PM -- 03:30 PM (PST)
Workshops Resume
Break
Tue Dec 10 05:00 PM -- 05:30 PM (PST)
Coffee Break
Placeholder
Tue Dec 10 07:00 PM -- 11:00 PM (PST) @ Harrah's Sand Harbor
Farewell Reception