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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Submodular Maximization in Bandit Setting
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Stochastic Convex Optimization with Multiple Objectives
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Cluster Trees on Manifolds
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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
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Similarity Component Analysis
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Modeling Overlapping Communities with Node Popularities
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Computing the Stationary Distribution Locally
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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
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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
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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
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Buy-in-Bulk Active Learning
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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
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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
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Compressive Feature Learning
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Contrastive Learning Using Spectral Methods
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Inverses
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian optimization explains human active search
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Data-driven Distributionally Robust Polynomial Optimization
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Polar Operators for Structured Sparse Estimation
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Least Informative Dimensions
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Mixed Optimization for Smooth Functions
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A Gang of Bandits
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Latent Structured Active Learning
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Supervised Sparse Analysis and Synthesis Operators
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Estimating LASSO Risk and Noise Level
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Streaming Variational Bayes
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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
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep content-based music recommendation
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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
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Convex Relaxations for Permutation Problems
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Marginals-to-Models Reducibility
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Poster
Thu Dec 05 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Pass-efficient unsupervised feature selection
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Noise-Enhanced Associative Memories
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reconciling "priors'' & "priors" without prejudice?
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Predicting Parameters in Deep Learning
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Demixing odors - fast inference in olfaction
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Bayesian Hierarchical Community Discovery
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning with Noisy Labels
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
A memory frontier for complex synapses
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Wavelets on Graphs via Deep Learning
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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
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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
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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
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Multi-level Sparse Representations
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Structured Learning via Logistic Regression
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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?
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Large Scale Distributed Sparse Precision Estimation
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Multi-Prediction Deep Boltzmann Machines
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning Stochastic Feedforward Neural Networks
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Dropout Training as Adaptive Regularization
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variance Reduction for Stochastic Gradient Optimization
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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
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Decomposing the Proximal Map
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Adaptive Anonymity via $b$-Matching
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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
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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
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Poster
Fri Dec 06 07:00 PM -- 11:59 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Learning to Pass Expectation Propagation Messages
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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
Matrix factorization with binary components
[
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
Recurrent linear models of simultaneously-recorded neural populations
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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]
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
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
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
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
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
Memory Limited, Streaming PCA
[
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
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
Phase Retrieval using Alternating Minimization
[
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
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
Understanding Dropout
[
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
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
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
Restricting exchangeable nonparametric distributions
[
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
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
Integrated Non-Factorized Variational Inference
[
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
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
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
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
Top-Down Regularization of Deep Belief Networks
[
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
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
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
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
Dirty Statistical Models
[
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
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
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
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
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
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
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
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
Multi-Task Bayesian Optimization
[
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
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
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
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
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
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
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
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
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
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
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
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
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 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
Optimizing Instructional Policies
[
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Error-Minimizing Estimates and Universal Entry-Wise Error Bounds for Low-Rank Matrix Completion
[
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
How to Hedge an Option Against an Adversary: Black-Scholes Pricing is Minimax Optimal
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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
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
Statistical Active Learning Algorithms
[
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
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
Probabilistic Principal Geodesic Analysis
[
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
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
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
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
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
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
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
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
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
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
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
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
Online PCA for Contaminated Data
[
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
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
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
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
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
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
It is all in the noise: Efficient multi-task Gaussian process inference with structured residuals
[
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
The Pareto Regret Frontier
[
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
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
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
Learning from Limited Demonstrations
[
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
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
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
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
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
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 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
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
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
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
(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
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
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
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
Optimistic policy iteration and natural actor-critic: A unifying view and a non-optimality result
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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
Lexical and Hierarchical Topic Regression
[
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
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
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
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
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
High-Dimensional Gaussian Process Bandits
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Context-sensitive active sensing in humans
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Distributed Exploration in Multi-Armed Bandits
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Probabilistic Movement Primitives
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Projected Natural Actor-Critic
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
First-order Decomposition Trees
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Robust Spatial Filtering with Beta Divergence
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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
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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
Extracting regions of interest from biological images with convolutional sparse block coding
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Parametric Task Learning
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Variational Policy Search via Trajectory Optimization
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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
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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
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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
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Reshaping Visual Datasets for Domain Adaptation
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Fast Template Evaluation with Vector Quantization
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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
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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
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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
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Transfer Learning in a Transductive Setting
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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
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
On Poisson Graphical Models
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Deep Neural Networks for Object Detection
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Speeding up Permutation Testing in Neuroimaging
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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
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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
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Poster
Sun Dec 08 02:00 PM -- 06:00 PM (PST) @ Harrah's Special Events Center, 2nd Floor
Tracking Time-varying Graphical Structure
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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
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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
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