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 Thu Dec 05, 2013

Time Harrah's Special Events Center, 2nd Floor
07:00 PM (Posters)
Data-driven Distributionally Robust Polynomial Optimization Harrah's Special Events Center, 2nd Floor #None
Bayesian optimization explains human active search Harrah's Special Events Center, 2nd Floor #None
Generalized Random Utility Models with Multiple Types Harrah's Special Events Center, 2nd Floor #None
Polar Operators for Structured Sparse Estimation Harrah's Special Events Center, 2nd Floor #None
Optimal Neural Population Codes for High-dimensional Stimulus Variables Harrah's Special Events Center, 2nd Floor #None
Accelerated Mini-Batch Stochastic Dual Coordinate Ascent Harrah's Special Events Center, 2nd Floor #None
Improved and Generalized Upper Bounds on the Complexity of Policy Iteration Harrah's Special Events Center, 2nd Floor #None
Least Informative Dimensions Harrah's Special Events Center, 2nd Floor #None
Correlated random features for fast semi-supervised learning Harrah's Special Events Center, 2nd Floor #None
Better Approximation and Faster Algorithm Using the Proximal Average Harrah's Special Events Center, 2nd Floor #None
Auditing: Active Learning with Outcome-Dependent Query Costs Harrah's Special Events Center, 2nd Floor #None
A message-passing algorithm for multi-agent trajectory planning Harrah's Special Events Center, 2nd Floor #None
Blind Calibration in Compressed Sensing using Message Passing Algorithms Harrah's Special Events Center, 2nd Floor #None
Projecting Ising Model Parameters for Fast Mixing Harrah's Special Events Center, 2nd Floor #None
Mixed Optimization for Smooth Functions Harrah's Special Events Center, 2nd Floor #None
Latent Structured Active Learning Harrah's Special Events Center, 2nd Floor #None
A Gang of Bandits Harrah's Special Events Center, 2nd Floor #None
Efficient Algorithm for Privately Releasing Smooth Queries Harrah's Special Events Center, 2nd Floor #None
Low-Rank Matrix and Tensor Completion via Adaptive Sampling Harrah's Special Events Center, 2nd Floor #None
Supervised Sparse Analysis and Synthesis Operators Harrah's Special Events Center, 2nd Floor #None
Estimating LASSO Risk and Noise Level Harrah's Special Events Center, 2nd Floor #None
Convex Relaxations for Permutation Problems Harrah's Special Events Center, 2nd Floor #None
Marginals-to-Models Reducibility Harrah's Special Events Center, 2nd Floor #None
Stochastic Convex Optimization with Multiple Objectives Harrah's Special Events Center, 2nd Floor #None
Memoized Online Variational Inference for Dirichlet Process Mixture Models Harrah's Special Events Center, 2nd Floor #None
Learning Prices for Repeated Auctions with Strategic Buyers Harrah's Special Events Center, 2nd Floor #None
Reflection methods for user-friendly submodular optimization Harrah's Special Events Center, 2nd Floor #None
Convex Tensor Decomposition via Structured Schatten Norm Regularization Harrah's Special Events Center, 2nd Floor #None
Learning Chordal Markov Networks by Constraint Satisfaction Harrah's Special Events Center, 2nd Floor #None
Computing the Stationary Distribution Locally Harrah's Special Events Center, 2nd Floor #None
EDML for Learning Parameters in Directed and Undirected Graphical Models Harrah's Special Events Center, 2nd Floor #None
Similarity Component Analysis Harrah's Special Events Center, 2nd Floor #None
Local Privacy and Minimax Bounds: Sharp Rates for Probability Estimation Harrah's Special Events Center, 2nd Floor #None
Manifold-based Similarity Adaptation for Label Propagation Harrah's Special Events Center, 2nd Floor #None
Learning to Prune in Metric and Non-Metric Spaces Harrah's Special Events Center, 2nd Floor #None
Pass-efficient unsupervised feature selection Harrah's Special Events Center, 2nd Floor #None
Streaming Variational Bayes Harrah's Special Events Center, 2nd Floor #None
Multiscale Dictionary Learning for Estimating Conditional Distributions Harrah's Special Events Center, 2nd Floor #None
Solving the multi-way matching problem by permutation synchronization Harrah's Special Events Center, 2nd Floor #None
Online Learning of Dynamic Parameters in Social Networks Harrah's Special Events Center, 2nd Floor #None
On the Sample Complexity of Subspace Learning Harrah's Special Events Center, 2nd Floor #None
Embed and Project: Discrete Sampling with Universal Hashing Harrah's Special Events Center, 2nd Floor #None
Sensor Selection in High-Dimensional Gaussian Trees with Nuisances Harrah's Special Events Center, 2nd Floor #None
Buy-in-Bulk Active Learning Harrah's Special Events Center, 2nd Floor #None
Contrastive Learning Using Spectral Methods Harrah's Special Events Center, 2nd Floor #None
Fast Determinantal Point Process Sampling with Application to Clustering Harrah's Special Events Center, 2nd Floor #None
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes Harrah's Special Events Center, 2nd Floor #None
Robust learning of low-dimensional dynamics from large neural ensembles Harrah's Special Events Center, 2nd Floor #None
Scalable Inference for Logistic-Normal Topic Models Harrah's Special Events Center, 2nd Floor #None
Relevance Topic Model for Unstructured Social Group Activity Recognition Harrah's Special Events Center, 2nd Floor #None
Deep content-based music recommendation Harrah's Special Events Center, 2nd Floor #None
Cluster Trees on Manifolds Harrah's Special Events Center, 2nd Floor #None
Bayesian inference for low rank spatiotemporal neural receptive fields Harrah's Special Events Center, 2nd Floor #None
Adaptive Submodular Maximization in Bandit Setting Harrah's Special Events Center, 2nd Floor #None
Generalized Method-of-Moments for Rank Aggregation Harrah's Special Events Center, 2nd Floor #None
Σ-Optimality for Active Learning on Gaussian Random Fields Harrah's Special Events Center, 2nd Floor #None
The Power of Asymmetry in Binary Hashing Harrah's Special Events Center, 2nd Floor #None
Estimation, Optimization, and Parallelism when Data is Sparse Harrah's Special Events Center, 2nd Floor #None
Modeling Overlapping Communities with Node Popularities Harrah's Special Events Center, 2nd Floor #None
An Approximate, Efficient LP Solver for LP Rounding Harrah's Special Events Center, 2nd Floor #None
Compressive Feature Learning Harrah's Special Events Center, 2nd Floor #None
Learning Stochastic Inverses Harrah's Special Events Center, 2nd Floor #None