Search Schedule »

Timezone: America/Los_Angeles »

Indicates the beginning of a session

 Sat Dec 07, 2013

Time Harrah's Special Events Center, 2nd Floor
07:00 PM (Posters)
The Randomized Dependence Coefficient Harrah's Special Events Center, 2nd Floor #None
Latent Maximum Margin Clustering Harrah's Special Events Center, 2nd Floor #None
PAC-Bayes-Empirical-Bernstein Inequality Harrah's Special Events Center, 2nd Floor #None
Density estimation from unweighted k-nearest neighbor graphs: a roadmap Harrah's Special Events Center, 2nd Floor #None
Summary Statistics for Partitionings and Feature Allocations Harrah's Special Events Center, 2nd Floor #None
One-shot learning and big data with n=2 Harrah's Special Events Center, 2nd Floor #None
Using multiple samples to learn mixture models Harrah's Special Events Center, 2nd Floor #None
New Subsampling Algorithms for Fast Least Squares Regression Harrah's Special Events Center, 2nd Floor #None
Faster Ridge Regression via the Subsampled Randomized Hadamard Transform Harrah's Special Events Center, 2nd Floor #None
Online Robust PCA via Stochastic Optimization Harrah's Special Events Center, 2nd Floor #None
Rapid Distance-Based Outlier Detection via Sampling Harrah's Special Events Center, 2nd Floor #None
q-OCSVM: A q-Quantile Estimator for High-Dimensional Distributions Harrah's Special Events Center, 2nd Floor #None
Dirty Statistical Models Harrah's Special Events Center, 2nd Floor #None
Prior-free and prior-dependent regret bounds for Thompson Sampling Harrah's Special Events Center, 2nd Floor #None
Which Space Partitioning Tree to Use for Search? Harrah's Special Events Center, 2nd Floor #None
B-test: A Non-parametric, Low Variance Kernel Two-sample Test Harrah's Special Events Center, 2nd Floor #None
Online PCA for Contaminated Data Harrah's Special Events Center, 2nd Floor #None
Robust Data-Driven Dynamic Programming Harrah's Special Events Center, 2nd Floor #None
A Comparative Framework for Preconditioned Lasso Algorithms Harrah's Special Events Center, 2nd Floor #None
A Latent Source Model for Nonparametric Time Series Classification Harrah's Special Events Center, 2nd Floor #None
Efficient Optimization for Sparse Gaussian Process Regression Harrah's Special Events Center, 2nd Floor #None
A Kernel Test for Three-Variable Interactions Harrah's Special Events Center, 2nd Floor #None
Designed Measurements for Vector Count Data Harrah's Special Events Center, 2nd Floor #None
Robust Transfer Principal Component Analysis with Rank Constraints Harrah's Special Events Center, 2nd Floor #None
Probabilistic Principal Geodesic Analysis Harrah's Special Events Center, 2nd Floor #None
Statistical Active Learning Algorithms Harrah's Special Events Center, 2nd Floor #None
Unsupervised Structure Learning of Stochastic And-Or Grammars Harrah's Special Events Center, 2nd Floor #None
Multiclass Total Variation Clustering Harrah's Special Events Center, 2nd Floor #None
Approximate Inference in Continuous Determinantal Processes Harrah's Special Events Center, 2nd Floor #None
Thompson Sampling for 1-Dimensional Exponential Family Bandits Harrah's Special Events Center, 2nd Floor #None
Inverse Density as an Inverse Problem: the Fredholm Equation Approach Harrah's Special Events Center, 2nd Floor #None
From Bandits to Experts: A Tale of Domination and Independence Harrah's Special Events Center, 2nd Floor #None
Predictive PAC Learning and Process Decompositions Harrah's Special Events Center, 2nd Floor #None
Solving inverse problem of Markov chain with partial observations Harrah's Special Events Center, 2nd Floor #None
Locally Adaptive Bayesian Multivariate Time Series Harrah's Special Events Center, 2nd Floor #None
Regression-tree Tuning in a Streaming Setting Harrah's Special Events Center, 2nd Floor #None
On Flat versus Hierarchical Classification in Large-Scale Taxonomies Harrah's Special Events Center, 2nd Floor #None
Robust Bloom Filters for Large MultiLabel Classification Tasks Harrah's Special Events Center, 2nd Floor #None
Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? Harrah's Special Events Center, 2nd Floor #None
Learning Multiple Models via Regularized Weighting Harrah's Special Events Center, 2nd Floor #None
Multi-Task Bayesian Optimization Harrah's Special Events Center, 2nd Floor #None
Adaptive Market Making via Online Learning Harrah's Special Events Center, 2nd Floor #None
Small-Variance Asymptotics for Hidden Markov Models Harrah's Special Events Center, 2nd Floor #None
What do row and column marginals reveal about your dataset? Harrah's Special Events Center, 2nd Floor #None
Two-Target Algorithms for Infinite-Armed Bandits with Bernoulli Rewards Harrah's Special Events Center, 2nd Floor #None
Sequential Transfer in Multi-armed Bandit with Finite Set of Models Harrah's Special Events Center, 2nd Floor #None
Message Passing Inference with Chemical Reaction Networks Harrah's Special Events Center, 2nd Floor #None
Eluder Dimension and the Sample Complexity of Optimistic Exploration Harrah's Special Events Center, 2nd Floor #None
The Total Variation on Hypergraphs - Learning on Hypergraphs Revisited Harrah's Special Events Center, 2nd Floor #None
Synthesizing Robust Plans under Incomplete Domain Models Harrah's Special Events Center, 2nd Floor #None
One-shot learning by inverting a compositional causal process Harrah's Special Events Center, 2nd Floor #None
Fast Algorithms for Gaussian Noise Invariant Independent Component Analysis Harrah's Special Events Center, 2nd Floor #None
Sign Cauchy Projections and Chi-Square Kernel Harrah's Special Events Center, 2nd Floor #None
k-Prototype Learning for 3D Rigid Structures Harrah's Special Events Center, 2nd Floor #None
Multilinear Dynamical Systems for Tensor Time Series Harrah's Special Events Center, 2nd Floor #None
Learning Kernels Using Local Rademacher Complexity Harrah's Special Events Center, 2nd Floor #None
Optimizing Instructional Policies Harrah's Special Events Center, 2nd Floor #None
Linear decision rule as aspiration for simple decision heuristics Harrah's Special Events Center, 2nd Floor #None
Moment-based Uniform Deviation Bounds for $k$-means and Friends Harrah's Special Events Center, 2nd Floor #None
Sketching Structured Matrices for Faster Nonlinear Regression Harrah's Special Events Center, 2nd Floor #None
Adaptivity to Local Smoothness and Dimension in Kernel Regression Harrah's Special Events Center, 2nd Floor #None
The Fast Convergence of Incremental PCA Harrah's Special Events Center, 2nd Floor #None
Robust Low Rank Kernel Embeddings of Multivariate Distributions Harrah's Special Events Center, 2nd Floor #None
Lasso Screening Rules via Dual Polytope Projection Harrah's Special Events Center, 2nd Floor #None