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Placeholder
Sun Dec 02 04:00 PM -- 08:00 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Placeholder
Mon Dec 03 08:00 AM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Tutorial
Mon Dec 03 09:30 AM -- 11:30 AM (PST) @ Emerald Bay B, Harveys Convention Center Floor (CC)
Representation, Inference and Learning in Structured Statistical Models
Tutorial
Mon Dec 03 09:30 AM -- 11:30 AM (PST) @ Emerald Bay A, Harveys Convention Center Floor (CC)
Exact Approximate Learning
Tutorial
Mon Dec 03 10:00 AM -- 10:30 AM (PST)
Coffee break
Tutorial
Mon Dec 03 01:00 PM -- 03:00 PM (PST) @ Emerald Bay B, Harveys Convention Center Floor (CC)
Machine Learning for Student Learning
Tutorial
Mon Dec 03 01:00 PM -- 03:00 PM (PST) @ Emerald Bay A, Harveys Convention Center Floor (CC)
User-Friendly Tools for Studying Random Matrices
Tutorial
Mon Dec 03 03:00 PM -- 03:30 PM (PST)
Coffee break
Tutorial
Mon Dec 03 03:30 PM -- 05:30 PM (PST) @ Emerald Bay A, Harveys Convention Center Floor (CC)
Stochastic Search and Optimization
Tutorial
Mon Dec 03 03:30 PM -- 05:30 PM (PST) @ Emerald Bay B, Harveys Convention Center Floor (CC)
Consciousness and Information Theory
Talk
Mon Dec 03 06:30 PM -- 06:55 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Opening Remarks and Awards
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Towards a learning-theoretic analysis of spike-timing dependent plasticity
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Halfspaces with the Zero-One Loss: Time-Accuracy Tradeoffs
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Analog readout for optical reservoir computers
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
3D Gaze Concurrences from Head-mounted Cameras
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Clustering by Nonnegative Matrix Factorization Using Graph Random Walk
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learned Prioritization for Trading Off Accuracy and Speed
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Generalization Bounds for Domain Adaptation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Persistent Homology for Learning Densities with Bounded Support
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the connections between saliency and tracking
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exponential Concentration for Mutual Information Estimation with Application to Forests
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Scalable CUR Matrix Decomposition Algorithm: Lower Time Complexity and Tighter Bound
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Density-Difference Estimation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Neurally Plausible Reinforcement Learning of Working Memory Tasks
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Lovasz $\theta$ function, SVMs and finding large dense subgraphs
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Sampling for Bipartite Matching Problems
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fusion with Diffusion for Robust Visual Tracking
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Symbolic Dynamic Programming for Continuous State and Observation POMDPs
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A lattice filter model of the visual pathway
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Nonparametric Maximum Margin Matrix Factorization for Collaborative Prediction
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Near-optimal Differentially Private Principal Components
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Feature Clustering for Accelerating Parallel Coordinate Descent
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Ensemble weighted kernel estimators for multivariate entropy estimation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Bethe Partition Function of Log-supermodular Graphical Models
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Compressive Sensing MRI with Wavelet Tree Sparsity
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Coding efficiency and detectability of rate fluctuations with non-Poisson neuronal firing
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
How They Vote: Issue-Adjusted Models of Legislative Behavior
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Probabilistic Co-Subspace Addition
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal kernel choice for large-scale two-sample tests
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scalable nonconvex inexact proximal splitting
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Controlled Recognition Bounds for Visual Learning and Exploration
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian estimation of discrete entropy with mixtures of stick-breaking priors
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A System for Predicting Action Content On-Line and in Real Time before Action Onset in Humans – an Intracranial Study
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cardinality Restricted Boltzmann Machines
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Monte Carlo Counterfactual Regret Minimization in Games with Many Player Actions
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spiking and saturating dendrites differentially expand single neuron computation capacity.
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Supervised Learning with Similarity Functions
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High-dimensional Nonparanormal Graph Estimation via Smooth-projected Neighborhood Pursuit
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dip-means: an incremental clustering method for estimating the number of clusters
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient coding connects prior and likelihood function in perceptual Bayesian inference
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The representer theorem for Hilbert spaces: a necessary and sufficient condition
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tractable Objectives for Robust Policy Optimization
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Action-Model Based Multi-agent Plan Recognition
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Multiple Tasks using Shared Hypotheses
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Why MCA? Nonlinear Spike-and-slab Sparse Coding for Neurally Plausible Image Encoding
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning visual motion in recurrent neural networks
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Sparse Approximate Manifolds for Differential Geometric MCMC
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Assessing Blinding in Clinical Trials
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonconvex Penalization, Levy Processes and Concave Conjugates
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Coloured Noise Expansion and Parameter Estimation of Diffusion Processes
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scalable imputation of genetic data with a discrete fragmentation-coagulation process
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Practical Bayesian Optimization of Machine Learning Algorithms
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Nonparametric Conjugate Prior Distribution for the Maximizing Argument of a Noisy Function
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Time-Marginalized Coalescent Prior for Hierarchical Clustering
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Neural Networks Segment Neuronal Membranes in Electron Microscopy Images
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Projection Retrieval for Classification
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
One Permutation Hashing
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the Sample Complexity of Robust PCA
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
MAP Inference in Chains using Column Generation
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Perceptron Learning of SAT
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online L1-Dictionary Learning with Application to Novel Document Detection
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning curves for multi-task Gaussian process regression
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximate Message Passing with Consistent Parameter Estimation and Applications to Sparse Learning
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tight Bounds on Redundancy and Distinguishability of Label-Invariant Distributions
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Submodular Bregman Divergences with Applications
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Slice sampling normalized kernel-weighted completely random measure mixture models
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Homeostatic plasticity in Bayesian spiking networks as Expectation Maximization with posterior constraints
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A P300 BCI for the Masses: Prior Information Enables Instant Unsupervised Spelling
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Mixing Properties of Conditional Markov Chains with Unbounded Feature Functions
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiresolution analysis on the symmetric group
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Convergence and Energy Landscape for Cheeger Cut Clustering
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Polynomial-time Form of Robust Regression
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning the Architecture of Sum-Product Networks Using Clustering on Variables
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Algorithms for Learning Markov Field Policies
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Rational inference of relative preferences
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Simple and Practical Algorithm for Differentially Private Data Release
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Reinforcement Learning for High Dimensional Linear Quadratic Systems
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recognizing Activities by Attribute Dynamics
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning the Dependency Structure of Latent Factors
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Isotropic Hashing
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Angular Quantization based Binary Codes for Fast Similarity Search
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Meta-Gaussian Information Bottleneck
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Clustering Aggregation as Maximum-Weight Independent Set
[ PDF]
Poster
Mon Dec 03 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Burn-in, bias, and the rationality of anchoring
[ PDF]
Session
Mon Dec 03 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Poster Session and Reception
Placeholder
Tue Dec 04 08:00 AM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Invited Talk
Tue Dec 04 09:00 AM -- 09:50 AM (PST) @ Harveys Convention Center Floor, CC
Quantum information and the Brain
Session
Tue Dec 04 09:00 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
Oral Session 1
Oral
Tue Dec 04 09:50 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
Session
Tue Dec 04 10:10 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 1
Spotlight
Tue Dec 04 10:10 AM -- 10:14 AM (PST) @ Harveys Convention Center Floor, CC
Putting Bayes to sleep
Spotlight
Tue Dec 04 10:14 AM -- 10:18 AM (PST) @ Harveys Convention Center Floor, CC
Confusion-Based Online Learning and a Passive-Aggressive Scheme
Spotlight
Tue Dec 04 10:18 AM -- 10:22 AM (PST) @ Harveys Convention Center Floor, CC
Volume Regularization for Binary Classification
Spotlight
Tue Dec 04 10:22 AM -- 10:26 AM (PST) @ Harveys Convention Center Floor, CC
Fast Resampling Weighted v-Statistics
Spotlight
Tue Dec 04 10:26 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Pointwise Tracking the Optimal Regression Function
Break
Tue Dec 04 10:30 AM -- 11:00 AM (PST) @ Harvey's
Coffee Break
Oral
Tue Dec 04 11:00 AM -- 11:20 AM (PST) @ Harveys Convention Center Floor, CC
Spectral Learning of General Weighted Automata via Constrained Matrix Completion
Session
Tue Dec 04 11:00 AM -- 11:40 AM (PST) @ Harveys Convention Center Floor, CC
Oral Session 2
Oral
Tue Dec 04 11:20 AM -- 11:40 AM (PST) @ Harveys Convention Center Floor, CC
Relax and Randomize : From Value to Algorithms
Session
Tue Dec 04 11:40 AM -- 12:05 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 2
Spotlight
Tue Dec 04 11:40 AM -- 11:44 AM (PST) @ Harveys Convention Center Floor, CC
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation
Spotlight
Tue Dec 04 11:44 AM -- 11:48 AM (PST) @ Harveys Convention Center Floor, CC
Active Comparison of Prediction Models
Spotlight
Tue Dec 04 11:48 AM -- 11:52 AM (PST) @ Harveys Convention Center Floor, CC
Entangled Monte Carlo
Spotlight
Tue Dec 04 11:52 AM -- 11:59 PM (PST) @ Harveys Convention Center Floor, CC
Modelling Reciprocating Relationships with Hawkes processes
Spotlight
Tue Dec 04 11:56 AM -- 12:00 PM (PST) @ Harveys Convention Center Floor, CC
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
Spotlight
Tue Dec 04 12:00 PM -- 12:04 PM (PST) @ Harveys Convention Center Floor, CC
Efficient high dimensional maximum entropy modeling via symmetric partition functions
Break
Tue Dec 04 12:05 PM -- 02:00 PM (PST)
Lunch Break
Invited Talk
Tue Dec 04 02:00 PM -- 02:50 PM (PST) @ Harveys Convention Center Floor, CC
Classification with Deep Invariant Scattering Networks
Session
Tue Dec 04 02:00 PM -- 03:30 PM (PST) @ Harveys Convention Center Floor, CC
Oral Session 3
Oral
Tue Dec 04 02:50 PM -- 03:10 PM (PST) @ Harveys Convention Center Floor, CC
A Stochastic Gradient Method with an Exponential Convergence
Rate for Finite Training Sets
Oral
Tue Dec 04 03:10 PM -- 03:30 PM (PST) @ Harveys Convention Center Floor, CC
Approximating Concavely Parameterized Optimization Problems
Session
Tue Dec 04 03:30 PM -- 03:50 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 3
Spotlight
Tue Dec 04 03:30 PM -- 03:34 PM (PST) @ Harveys Convention Center Floor, CC
A quasi-Newton proximal splitting method
Spotlight
Tue Dec 04 03:34 PM -- 03:38 PM (PST) @ Harveys Convention Center Floor, CC
Factoring nonnegative matrices with linear programs
Spotlight
Tue Dec 04 03:38 PM -- 03:42 PM (PST) @ Harveys Convention Center Floor, CC
Scaled Gradients on Grassmann Manifolds for Matrix Completion
Spotlight
Tue Dec 04 03:42 PM -- 03:46 PM (PST) @ Harveys Convention Center Floor, CC
Multi-criteria Anomaly Detection using Pareto Depth Analysis
Spotlight
Tue Dec 04 03:46 PM -- 03:50 PM (PST) @ Harveys Convention Center Floor, CC
Semi-Supervised Domain Adaptation with Non-Parametric Copulas
Break
Tue Dec 04 03:50 PM -- 04:20 PM (PST) @ Harvey's
Coffee Break
Oral
Tue Dec 04 04:20 PM -- 04:40 PM (PST) @ Harveys Convention Center Floor, CC
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data
Session
Tue Dec 04 04:20 PM -- 05:40 PM (PST) @ Harveys Convention Center Floor, CC
Oral Session 4
Oral
Tue Dec 04 04:40 PM -- 05:00 PM (PST) @ Harveys Convention Center Floor, CC
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer Disease Progression Prediction
Oral
Tue Dec 04 05:00 PM -- 05:20 PM (PST) @ Harveys Convention Center Floor, CC
Multimodal Learning with Deep Boltzmann Machines
Oral
Tue Dec 04 05:20 PM -- 05:40 PM (PST) @ Harveys Convention Center Floor, CC
Discriminative Learning of Sum-Product Networks
Session
Tue Dec 04 05:40 PM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 4
Spotlight
Tue Dec 04 05:40 PM -- 05:44 PM (PST) @ Harveys Convention Center Floor, CC
ImageNet Classification with Deep Convolutional Neural Networks
Spotlight
Tue Dec 04 05:44 PM -- 05:48 PM (PST) @ Harveys Convention Center Floor, CC
Searching for objects driven by context
Spotlight
Tue Dec 04 05:48 PM -- 05:52 PM (PST) @ Harveys Convention Center Floor, CC
3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model
Spotlight
Tue Dec 04 05:52 PM -- 05:56 PM (PST) @ Harveys Convention Center Floor, CC
Analyzing 3D Objects in Cluttered Images
Spotlight
Tue Dec 04 05:56 PM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Discriminatively Trained Sparse Code Gradients for Contour Detection
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
EVA: Engine for Visual Annotation
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Ubiquitous Content: How musicians will search for every riff, musical phrase, and idea ever recorded.
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe C
Gait analysis using the Kinect sensor
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
NCS: A Large-Scale Brain Simulator
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Real-time Fusion/normalization of Multiple SVM with libMR
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Gesture recognition with Kinect
Demonstration
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
A Stochastic Spiking Network Model of Sensorimotor Control
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fully Bayesian inference for neural models with negative-binomial spiking
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Timely Object Recognition
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Equilibria in Sequential Auctions with Incomplete Information and Multi-Unit Demand
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
TCA: High Dimensional Principal Component Analysis for non-Gaussian Data
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic optimization and sparse statistical recovery: Optimal algorithms for high dimensions
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Discriminatively Trained Sparse Code Gradients for Contour Detection
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online Sum-Product Computation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Generative Model for Parts-based Object Segmentation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimization of Continuous Bethe Approximations: A Positive Variation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Training sparse natural image models with a fast Gibbs sampler of an extended state space
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Interpreting prediction markets: a stochastic approach
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Model Evidence Using Bayesian Quadrature
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Geometric take on Metric Learning
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Sparse High-Order Energies by Submodular Vertex-Cover
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimizing Uncertainty in Pipelines
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning to Align from Scratch
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian active learning with localized priors for fast receptive field characterization
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Lifting the Gibbs Sampling Algorithm
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Representations and Codes for Image Auto-Annotation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Kernel Latent SVM for Visual Recognition
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Calibrated Elastic Regularization in Matrix Completion
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Volume Regularization for Binary Classification
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On-line Reinforcement Learning Using Incremental Kernel-Based Stochastic Factorization
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Graphical Gaussian Vector for Image Categorization
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-supervised Eigenvectors for Locally-biased Learning
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Convergence Rate Analysis of MAP Coordinate Minimization Algorithms
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
LUCID: Locally Uniform Comparison Image Descriptor
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Modeling the Forgetting Process using Image Regions
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-Task Averaging
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Expectation Propagation in Gaussian Process Dynamical Systems
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral learning of linear dynamics from generalised-linear observations with application to neural population data
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Repulsive Mixtures
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Accelerated Training for Matrix-norm Regularization: A Boosting Approach
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multimodal Learning with Deep Boltzmann Machines
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiplicative Forests for Continuous-Time Processes
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Polylog Pivot Steps Simplex Algorithm for Classification
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Target Prior
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Hierarchical Reinforcement Learning
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Convex Multi-view Subspace Learning
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning High-Density Regions for a Generalized Kolmogorov-Smirnov Test in High-Dimensional Data
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Phoneme Classification using Constrained Variational Gaussian Process Dynamical System
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Matrix reconstruction with the local max norm
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finite Sample Convergence Rates of Zero-Order Stochastic Optimization Methods
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semantic Kernel Forests from Multiple Taxonomies
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Slice Normalized Dynamic Markov Logic Networks
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Risk-Aversion in Multi-armed Bandits
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Better Way to Pre-Train Deep Boltzmann Machines
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Semiparametric Scale-invariant Principal Component Analysis
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scaled Gradients on Grassmann Manifolds for Matrix Completion
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hierarchical Optimistic Region Selection driven by Curiosity
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Probability Measures with respect to Optimal Transport Metrics
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Stochastic Gradient Descent with Only One Projection
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
3D Object Detection and Viewpoint Estimation with a Deformable 3D Cuboid Model
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Partially Observable Models Using Temporally Abstract Decision Trees
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Emergence of Object-Selective Features in Unsupervised Feature Learning
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Latent Graphical Model Selection: Efficient Methods for Locally Tree-like Graphs
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Comparison of Prediction Models
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A systematic approach to extracting semantic information from functional MRI data
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Active Learning of Multi-Index Function Models
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Random function priors for exchangeable graphs and arrays
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Stochastic Gradient Method with an Exponential Convergence
Rate for Finite Training Sets
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Provable ICA with Unknown Gaussian Noise, with Implications for Gaussian Mixtures and Autoencoders
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Spectral Learning of General Weighted Automata via Constrained Matrix Completion
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal Regularized Dual Averaging Methods for Stochastic Optimization
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Putting Bayes to sleep
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Adaptive Stratified Sampling for Monte-Carlo integration of Differentiable functions
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Variational Inference in the Conjugate Exponential Family
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Resampling Weighted v-Statistics
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Approximating Concavely Parameterized Optimization Problems
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online allocation and homogeneous partitioning for piecewise constant mean-approximation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Analyzing 3D Objects in Cluttered Images
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning about Canonical Views from Internet Image Collections
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Localizing 3D cuboids in single-view images
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High Dimensional Transelliptical Graphical Models
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-criteria Anomaly Detection using Pareto Depth Analysis
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-Supervised Domain Adaptation with Non-Parametric Copulas
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Causal discovery with scale-mixture model for spatiotemporal variance dependencies
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Diffusion Decision Making for Adaptive k-Nearest Neighbor Classification
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The Perturbed Variation
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
From Deformations to Parts: Motion-based Segmentation of 3D Objects
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fast Bayesian Inference for Non-Conjugate Gaussian Process Regression
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Perfect Dimensionality Recovery by Variational Bayesian PCA
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Density Propagation and Improved Bounds on the Partition Function
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Globally Convergent Dual MAP LP Relaxation Solvers using Fenchel-Young Margins
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Partially Absorbing Random Walks
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Unsupervised template learning for fine-grained object recognition
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Entangled Monte Carlo
[ PDF]
Poster
Tue Dec 04 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Continuous Relaxations for Discrete Hamiltonian Monte Carlo
[ PDF]
Session
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Poster Session
Session
Tue Dec 04 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Demonstrations
Placeholder
Wed Dec 05 08:00 AM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Invited Talk (Posner Lecture)
Wed Dec 05 09:00 AM -- 09:50 AM (PST) @ Harveys Convention Center Floor, CC
Challenges for Machine Learning in Computational Sustainability
Session
Wed Dec 05 09:00 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
Oral Session 5
Oral
Wed Dec 05 09:50 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics
Session
Wed Dec 05 10:10 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 5
Spotlight
Wed Dec 05 10:10 AM -- 10:14 AM (PST) @ Harveys Convention Center Floor, CC
Majorization for CRFs and Latent Likelihoods
Spotlight
Wed Dec 05 10:14 AM -- 10:18 AM (PST) @ Harveys Convention Center Floor, CC
Kernel Hyperalignment
Spotlight
Wed Dec 05 10:18 AM -- 10:22 AM (PST) @ Harveys Convention Center Floor, CC
Learning Networks of Heterogeneous Influence
Spotlight
Wed Dec 05 10:22 AM -- 10:26 AM (PST) @ Harveys Convention Center Floor, CC
Learning from Distributions via Support Measure Machines
Spotlight
Wed Dec 05 10:26 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Multiclass Learning Approaches: A Theoretical Comparison with Implications
Break
Wed Dec 05 10:30 AM -- 11:00 AM (PST) @ Harvey's
Coffee Break
Oral
Wed Dec 05 11:00 AM -- 11:20 AM (PST) @ Harveys Convention Center Floor, CC
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes
Session
Wed Dec 05 11:00 AM -- 11:40 AM (PST) @ Harveys Convention Center Floor, CC
Oral Session 6
Oral
Wed Dec 05 11:20 AM -- 11:40 AM (PST) @ Harveys Convention Center Floor, CC
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes
Session
Wed Dec 05 11:40 AM -- 12:05 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 6
Spotlight
Wed Dec 05 11:40 AM -- 11:44 AM (PST) @ Harveys Convention Center Floor, CC
Near Optimal Chernoff Bounds for Markov Decision Processes
Spotlight
Wed Dec 05 11:44 AM -- 11:48 AM (PST) @ Harveys Convention Center Floor, CC
Regularized Off-Policy TD-Learning
Spotlight
Wed Dec 05 11:48 AM -- 11:52 AM (PST) @ Harveys Convention Center Floor, CC
Human memory search as a random walk in a semantic network
Spotlight
Wed Dec 05 11:52 AM -- 11:56 AM (PST) @ Harveys Convention Center Floor, CC
Locating Changes in Highly Dependent Data with Unknown Number of Change Points
Spotlight
Wed Dec 05 11:56 AM -- 12:00 PM (PST) @ Harveys Convention Center Floor, CC
Classification Calibration Dimension for General Multiclass Losses
Spotlight
Wed Dec 05 12:00 PM -- 12:04 PM (PST) @ Harveys Convention Center Floor, CC
Multi-Stage Multi-Task Feature Learning
Break
Wed Dec 05 12:05 PM -- 02:00 PM (PST)
Lunch Break
Invited Talk
Wed Dec 05 02:00 PM -- 02:50 PM (PST) @ Harveys Convention Center Floor, CC
Signatures of Conscious Processing in the Human Brain
Session
Wed Dec 05 02:00 PM -- 03:30 PM (PST) @ Harveys Convention Center Floor, CC
Oral Session 7
Oral
Wed Dec 05 02:50 PM -- 03:10 PM (PST) @ Harveys Convention Center Floor, CC
Privacy Aware Learning
Oral
Wed Dec 05 03:10 PM -- 03:30 PM (PST) @ Harveys Convention Center Floor, CC
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking
Session
Wed Dec 05 03:30 PM -- 03:50 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 7
Spotlight
Wed Dec 05 03:30 PM -- 03:34 PM (PST) @ Harveys Convention Center Floor, CC
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space
Spotlight
Wed Dec 05 03:34 PM -- 03:38 PM (PST) @ Harveys Convention Center Floor, CC
Iterative ranking from pair-wise comparisons
Spotlight
Wed Dec 05 03:38 PM -- 03:42 PM (PST) @ Harveys Convention Center Floor, CC
Hierarchical spike coding of sound
Spotlight
Wed Dec 05 03:42 PM -- 03:46 PM (PST) @ Harveys Convention Center Floor, CC
Patient Risk Stratification for Hospital-Associated C. Diff as a Time-Series Classification Task
Spotlight
Wed Dec 05 03:46 PM -- 03:50 PM (PST) @ Harveys Convention Center Floor, CC
On Multilabel Classification and Ranking with Partial Feedback
Break
Wed Dec 05 03:50 PM -- 04:20 PM (PST)
Coffee Break
Oral
Wed Dec 05 04:20 PM -- 04:40 PM (PST) @ Harveys Convention Center Floor, CC
Graphical Models via Generalized Linear Models
Session
Wed Dec 05 04:20 PM -- 05:40 PM (PST) @ Harveys Convention Center Floor, CC
Oral Session 8
Oral
Wed Dec 05 04:40 PM -- 05:00 PM (PST) @ Harveys Convention Center Floor, CC
No voodoo here! Learning discrete graphical models via inverse covariance estimation
Oral
Wed Dec 05 05:00 PM -- 05:20 PM (PST) @ Harveys Convention Center Floor, CC
Near-Optimal MAP Inference for Determinantal Point Processes
Oral
Wed Dec 05 05:20 PM -- 05:40 PM (PST) @ Harveys Convention Center Floor, CC
Bayesian nonparametric models for bipartite graphs
Session
Wed Dec 05 05:40 PM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 8
Spotlight
Wed Dec 05 05:40 PM -- 05:44 PM (PST) @ Harveys Convention Center Floor, CC
Scalable Inference of Overlapping Communities
Spotlight
Wed Dec 05 05:44 PM -- 05:48 PM (PST) @ Harveys Convention Center Floor, CC
Bayesian Nonparametric Modeling of Suicide Attempts
Spotlight
Wed Dec 05 05:48 PM -- 05:52 PM (PST) @ Harveys Convention Center Floor, CC
Augment-and-Conquer Negative Binomial Processes
Spotlight
Wed Dec 05 05:52 PM -- 05:56 PM (PST) @ Harveys Convention Center Floor, CC
Symmetric Correspondence Topic Models for Multilingual Text Analysis
Spotlight
Wed Dec 05 05:56 PM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
A Spectral Algorithm for Latent Dirichlet Allocation
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Cynomix: A Machine Learning Aided Workbench for Rapid Comprehension of Large Malware Corpora
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
GraphLab: A Framework For Machine Learning in the Cloud
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
DIRTBIS - Distributed Real-Time Bayesian Inference Service
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Protocols and Structures for Inference: A RESTful API for Machine Learning Services
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe C
The BUDS POMDP Spoken Dialogue System
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
Hardware Accelerated Belief Propagation
Demonstration
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor -Tahoe A & B
A Fast Accurate Training-less P300 Speller: Unsupervised Learning Uncovers new Possibilities
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multilabel Classification using Bayesian Compressed Sensing
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Affine Independent Variational Inference
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Locating Changes in Highly Dependent Data with Unknown Number of Change Points
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Near-Optimal MAP Inference for Determinantal Point Processes
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-task Vector Field Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Context-Sensitive Decision Forests for Object Detection
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
FastEx: Fast Clustering with Exponential Families
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Large Scale Distributed Deep Networks
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Simultaneously Leveraging Output and Task Structures for Multiple-Output Regression
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hierarchical spike coding of sound
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Unsupervised Structure Discovery for Semantic Analysis of Audio
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dimensionality Dependent PAC-Bayes Margin Bound
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Convex Formulation for Learning Scale-Free Networks via Submodular Relaxation
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
High-Order Multi-Task Feature Learning to Identify Longitudinal Phenotypic Markers for Alzheimer Disease Progression Prediction
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Mixability in Statistical Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Transferring Expectations in Model-based Reinforcement Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Modelling Reciprocating Relationships with Hawkes processes
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Regularized Off-Policy TD-Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Augment-and-Conquer Negative Binomial Processes
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Scalable Inference of Overlapping Communities
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Optimal Neural Tuning Curves for Arbitrary Stimulus Distributions: Discrimax, Infomax and Minimum $L_p$ Loss
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A new metric on the manifold of kernel matrices with application to matrix geometric means
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Communication-Efficient Algorithms for Statistical Optimization
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Structured learning of Gaussian graphical models
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Statistical Consistency of Ranking Methods in A Rank-Differentiable Probability Space
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Augmented-SVM: Automatic space partitioning for combining multiple non-linear dynamics
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Visual Recognition using Embedded Feature Selection for Curvature Self-Similarity
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The variational hierarchical EM algorithm for clustering hidden Markov models.
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Truly Nonparametric Online Variational Inference for Hierarchical Dirichlet Processes
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Privacy Aware Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Priors for Diversity in Generative Latent Variable Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Probabilistic Topic Coding for Superset Label Learning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Topology Constraints in Graphical Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Distributed Probabilistic Learning for Camera Networks with Missing Data
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Distributed Non-Stochastic Experts
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Human memory search as a random walk in a semantic network
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Spectral Algorithm for Latent Dirichlet Allocation
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Discriminative Learning of Sum-Product Networks
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Automatic Feature Induction for Stagewise Collaborative Filtering
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiclass Learning Approaches: A Theoretical Comparison with Implications
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Relax and Randomize : From Value to Algorithms
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Truncation-free Online Variational Inference for Bayesian Nonparametric Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Near Optimal Chernoff Bounds for Markov Decision Processes
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Clustering Sparse Graphs
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Effective Split-Merge Monte Carlo Methods for Nonparametric Models of Sequential Data
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Super-Bit Locality-Sensitive Hashing
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Weighted Likelihood Policy Search with Model Selection
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Identifiability and Unmixing of Latent Parse Trees
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
No voodoo here! Learning discrete graphical models via inverse covariance estimation
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Mixtures of Tree Graphical Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Co-Regularized Hashing for Multimodal Data
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Marginalized Particle Gaussian Process Regression
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A latent factor model for highly multi-relational data
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Triangular versus Edge Representations --- Towards Scalable Modeling of Networks
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Graphical Models via Generalized Linear Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Kernel Hyperalignment
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Mirror Descent Meets Fixed Share (and feels no regret)
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Linear Time Active Learning Algorithm for Link Classification
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Feature-aware Label Space Dimension Reduction for Multi-label Classification
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Label Ranking with Partial Abstention based on Thresholded Probabilistic Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Sketch-Based Linear Value Function Approximation
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Majorization for CRFs and Latent Likelihoods
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Confusion-Based Online Learning and a Passive-Aggressive Scheme
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A nonparametric variable clustering model
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the (Non-)existence of Convex, Calibrated Surrogate Losses for Ranking
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
No-Regret Algorithms for Unconstrained Online Convex Optimization
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Minimax Multi-Task Learning and a Generalized Loss-Compositional Paradigm for MTL
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Symmetric Correspondence Topic Models for Multilingual Text Analysis
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiclass Learning with Simplex Coding
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A mechanistic model of early sensory processing based on subtracting sparse representations
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Invariant Representations of Molecules for Atomization Energy Prediction
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Pedigree Analysis using Measure Factorization
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Unifying Perspective of Parametric Policy Search Methods for Markov Decision Processes
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Probabilistic Event Cascades for Alzheimer's disease
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian nonparametric models for ranked data
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Networks of Heterogeneous Influence
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Random Utility Theory for Social Choice: Theory and Algorithms
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dynamic Pruning of Factor Graphs for Maximum Marginal Prediction
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Local Supervised Learning through Space Partitioning
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Mandatory Leaf Node Prediction in Hierarchical Multilabel Classification
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Classification Calibration Dimension for General Multiclass Losses
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonparametric Bayesian Inverse Reinforcement Learning for Multiple Reward Functions
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Proper losses for learning from partial labels
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning as MAP Inference in Discrete Graphical Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Factorial LDA: Sparse Multi-Dimensional Text Models
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient high dimensional maximum entropy modeling via symmetric partition functions
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Neural Autoregressive Topic Model
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
MCMC for continuous-time discrete-state systems
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Ancestor Sampling for Particle Gibbs
[ PDF]
Poster
Wed Dec 05 07:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Variational Inference for Crowdsourcing
[ PDF]
Session
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Demonstrations
Session
Wed Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Poster Session
Placeholder
Thu Dec 06 08:00 AM -- 06:00 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Invited Talk (Posner Lecture)
Thu Dec 06 09:00 AM -- 09:50 AM (PST) @ Harveys Convention Center Floor, CC
Suspicious Coincidences in the Brain
Session
Thu Dec 06 09:00 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
Oral Session 9
Oral
Thu Dec 06 09:50 AM -- 10:10 AM (PST) @ Harveys Convention Center Floor, CC
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
Session
Thu Dec 06 10:10 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 9
Spotlight
Thu Dec 06 10:10 AM -- 10:14 AM (PST) @ Harveys Convention Center Floor, CC
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
Spotlight
Thu Dec 06 10:14 AM -- 10:18 AM (PST) @ Harveys Convention Center Floor, CC
Identification of Recurrent Patterns in the Activation of Brain Networks
Spotlight
Thu Dec 06 10:18 AM -- 10:22 AM (PST) @ Harveys Convention Center Floor, CC
Delay Compensation with Dynamical Synapses
Spotlight
Thu Dec 06 10:22 AM -- 10:26 AM (PST) @ Harveys Convention Center Floor, CC
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model
Spotlight
Thu Dec 06 10:26 AM -- 10:30 AM (PST) @ Harveys Convention Center Floor, CC
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction
Placeholder
Thu Dec 06 10:30 AM -- 10:50 AM (PST) @ Harvey's
Coffee Break
Invited Talk
Thu Dec 06 10:50 AM -- 11:40 AM (PST) @ Harveys Convention Center Floor, CC
Dropout: A simple and effective way to improve neural networks
Session
Thu Dec 06 10:50 AM -- 12:00 PM (PST) @ Harveys Convention Center Floor, CC
Oral Session 10
Oral
Thu Dec 06 11:40 AM -- 12:00 PM (PST) @ Harveys Convention Center Floor, CC
Gradient Weights help Nonparametric Regressors
Session
Thu Dec 06 12:00 PM -- 12:20 PM (PST) @ Harveys Convention Center Floor, CC
Spotlight Session 10
Spotlight
Thu Dec 06 12:00 PM -- 12:04 PM (PST) @ Harveys Convention Center Floor, CC
Sparse Prediction with the $k$-Support Norm
Spotlight
Thu Dec 06 12:04 PM -- 12:08 PM (PST) @ Harveys Convention Center Floor, CC
Compressive neural representation of sparse, high-dimensional probabilities
Spotlight
Thu Dec 06 12:08 PM -- 12:12 PM (PST) @ Harveys Convention Center Floor, CC
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential ℓ1-Minimization
Spotlight
Thu Dec 06 12:16 PM -- 12:20 PM (PST) @ Harveys Convention Center Floor, CC
Selecting Diverse Features via Spectral Regularization
Talk
Thu Dec 06 12:20 PM -- 12:30 PM (PST) @ Harvey's
Closing Remarks
Break
Thu Dec 06 12:30 PM -- 02:00 PM (PST)
Lunch Break
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Coupling Nonparametric Mixtures via Latent Dirichlet Processes
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Image Descriptors with the Boosting-Trick
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiple Operator-valued Kernel Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Non-linear Metric Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Label Trees for Probabilistic Modelling of Implicit Feedback
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Link Prediction in Graphs with Autoregressive Features
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
How Prior Probability Influences Decision Making: A Unifying Probabilistic Model
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Entropy Estimations Using Correlated Symmetric Stable Random Projections
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Complex Inference in Neural Circuits with Probabilistic Population Codes and Topic Models
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Reducing statistical time-series problems to binary classification
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Monte Carlo Methods for Maximum Margin Supervised Topic Models
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Trajectory-Based Short-Sighted Probabilistic Planning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
CPRL -- An Extension of Compressive Sensing to the Phase Retrieval Problem
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A Bayesian Approach for Policy Learning from Trajectory Preference Queries
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Natural Images, Gaussian Mixtures and Dead Leaves
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning optimal spike-based representations
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Parametric Local Metric Learning for Nearest Neighbor Classification
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning Manifolds with K-Means and K-Flats
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Factoring nonnegative matrices with linear programs
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning with Recursive Perceptual Representations
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recovery of Sparse Probability Measures via Convex Programming
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Selecting Diverse Features via Spectral Regularization
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Recursive Deep Learning on 3D Point Clouds
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Searching for objects driven by context
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Sparse Prediction with the $k$-Support Norm
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exploration in Model-based Reinforcement Learning by Empirically Estimating Learning Progress
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Topic-Partitioned Multinetwork Embeddings
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiple Choice Learning: Learning to Produce Multiple Structured Outputs
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Shifting Weights: Adapting Object Detectors from Image to Video
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian n-Choose-k Models for Classification and Ranking
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Selective Labeling via Error Bound Minimization
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Value Pursuit Iteration
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multiresolution Gaussian Processes
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Non-parametric Approximate Dynamic Programming via the Kernel Method
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bandit Algorithms boost Brain Computer Interfaces for motor-task selection of a brain-controlled button
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nystr{ö}m Method vs Random Fourier Features: A Theoretical and Empirical Comparison
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Multi-Stage Multi-Task Feature Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
A quasi-Newton proximal splitting method
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Hamming Distance Metric Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Neuronal spike generation mechanism as an oversampling, noise-shaping A-to-D converter
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Compressive neural representation of sparse, high-dimensional probabilities
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Joint Modeling of a Matrix with Associated Text via Latent Binary Features
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Patient Risk Stratification for Hospital-Associated C. Diff as a Time-Series Classification Task
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Probabilistic Low-Rank Subspace Clustering
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Collaborative Gaussian Processes for Preference Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonparametric Reduced Rank Regression
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dual-Space Analysis of the Sparse Linear Model
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian nonparametric models for bipartite graphs
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cocktail Party Processing via Structured Prediction
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Identification of Recurrent Patterns in the Activation of Brain Networks
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Nonparanormal Belief Propagation (NPBP)
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Gradient-based kernel method for feature extraction and variable selection
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 06:00 PM (PST)
ImageNet Classification with Deep Convolutional Neural Networks
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Collaborative Ranking With 17 Parameters
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Iterative ranking from pair-wise comparisons
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Nonparametric Modeling of Suicide Attempts
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Learning of invariant features via tracked video sequences
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Fused sparsity and robust estimation for linear models with unknown variance
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient and direct estimation of a neural subunit model for sensory coding
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
On Multilabel Classification and Ranking with Partial Feedback
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
GenDeR: A Generic Diversified Ranking Algorithm
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Inverse Reinforcement Learning through Structured Classification
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Semi-Crowdsourced Clustering: Generalizing Crowd Labeling by Robust Distance Metric Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Image Denoising and Inpainting with Deep Neural Networks
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Imitation Learning by Coaching
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Gradient Weights help Nonparametric Regressors
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Query Complexity of Derivative-Free Optimization
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Newton-Like Methods for Sparse Inverse Covariance Estimation
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian Warped Gaussian Processes
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning from Distributions via Support Measure Machines
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 06:00 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning from the Wisdom of Crowds by Minimax Entropy
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Spike-Coding with Multiplicative Adaptation in a Spike Response Model
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Proximal Newton-type Methods for Minimizing Convex Objective Functions in Composite Form
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
The topographic unsupervised learning of natural sounds in the auditory cortex
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Dynamical And-Or Graph Learning for Object Shape Modeling and Detection
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Bayesian models for Large-scale Hierarchical Classification
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Cost-Sensitive Exploration in Bayesian Reinforcement Learning
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Pointwise Tracking the Optimal Regression Function
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Accuracy at the Top
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Deep Spatio-Temporal Architectures and Learning for Protein Structure Prediction
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Robustness and risk-sensitivity in Markov decision processes
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Exact and Stable Recovery of Sequences of Signals with Sparse Increments via Differential ℓ1-Minimization
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Learning to Discover Social Circles in Ego Networks
[ PDF]
Poster
Thu Dec 06 02:00 PM -- 12:00 AM (PST) @ Harrah’s Special Events Center 2nd Floor
Delay Compensation with Dynamical Synapses
[ PDF]
Session
Thu Dec 06 02:00 PM -- 06:00 PM (PST) @ Harrah’s Special Events Center 2nd Floor
Poster Session
Placeholder
Fri Dec 07 07:00 AM -- 11:00 AM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
Spectral Algorithms for Latent Variable Models
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay B, Harveys Convention Center Floor (CC)
Discrete Optimization in Machine Learning (DISCML): Structure and Scalability
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Sand Harbor 1, Harrah’s Special Events Center 2nd Floor
Big Data Meets Computer Vision: First International Workshop on Large Scale Visual Recognition and Retrieval
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Tahoe C, Harrah’s Special Events Center 2nd Floor
Multi-Trade-offs in Machine Learning
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay A, Harveys Convention Center Floor (CC)
Analysis Operator Learning vs. Dictionary Learning: Fraternal Twins in Sparse Modeling
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Sand Harbor 3, Harrah’s Special Events Center 2nd Floor
Modern Nonparametric Methods in Machine Learning
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Tahoe D, Harrah’s Special Events Center 2nd Floor
xLiTe: Cross-Lingual Technologies
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 6, Harveys Convention Center Floor (CC)
Connectomics: Opportunities and Challenges for Machine Learning
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
Probabilistic Programming: Foundations and Applications (2 day)
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 4, Harveys Convention Center Floor (CC)
Human Computation for Science and Computational Sustainability
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 5, Harveys Convention Center Floor (CC)
MLINI - 2nd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (2 day)
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 1 +2, Harveys Convention Center Floor (CC)
Bayesian Optimization and Decision Making
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 3, Harveys Convention Center Floor (CC)
Information in Perception and Action
Workshop
Fri Dec 07 07:30 AM -- 06:30 PM (PST) @ Sand Harbor 2, Harrah’s Special Events Center 2nd Floor
Machine Learning in Computational Biology
Placeholder
Fri Dec 07 03:30 PM -- 06:30 PM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Placeholder
Sat Dec 08 07:00 AM -- 11:00 AM (PST) @ Harveys Convention Center Floor, CC
Registration Desk
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Tahoe D, Harrah’s Special Events Center 2nd Floor
Probabilistic Numerics
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 5, Harveys Convention Center Floor (CC)
MLINI - 2nd NIPS Workshop on Machine Learning and Interpretation in Neuroimaging (2 day)
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 2, Harveys Convention Center Floor (CC)
Confluence between Kernel Methods and Graphical Models
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay A, Harveys Convention Center Floor (CC)
Big Learning : Algorithms, Systems, and Tools
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 4, Harveys Convention Center Floor (CC)
Social Choice: Theory and Practice
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 3, Harveys Convention Center Floor (CC)
Machine Learning Approaches to Mobile Context Awareness
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay B, Harveys Convention Center Floor (CC)
Deep Learning and Unsupervised Feature Learning
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Tahoe B, Harrah’s Special Events Center 2nd Floor
Bayesian Nonparametric Models For Reliable Planning And Decision-Making Under Uncertainty
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Tahoe C, Harrah’s Special Events Center 2nd Floor
Log-Linear Models
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 1, Harveys Convention Center Floor (CC)
Personalizing education with machine learning
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Emerald Bay 6, Harveys Convention Center Floor (CC)
Algebraic Topology and Machine Learning
Workshop
Sat Dec 08 07:30 AM -- 06:30 PM (PST) @ Tahoe A, Harrah’s Special Events Center 2nd Floor
Probabilistic Programming: Foundations and Applications (2 day)
Placeholder
Sat Dec 08 07:00 PM -- 10:00 PM (PST) @ Sand Harbor, Harrah’s Special Events Center 2nd Floor
Reception