hypothesis testing

Statistical Topological Data Analysis - A Kernel Perspective NeurIPS 2015 Testing Closeness With Unequal Sized Samples NeurIPS 2015 The Composition Theorem for Differential Privacy ICML 2015 A Bayesian Wilcoxon signed-rank test based on the Dirichlet process ICML 2014 A Wild Bootstrap for Degenerate Kernel Tests NeurIPS 2014 Confidence Intervals and Hypothesis Testing for High-Dimensional Regression JMLR 2014 Exact Post Model Selection Inference for Marginal Screening NeurIPS 2014 Near Optimal Bayesian Active Learning for Decision Making AISTATS 2014 Nonparametric estimation and testing of exchangeable graph models AISTATS 2014 On the Complexity of A/B Testing COLT 2014 On the Testability of Models with Missing Data AISTATS 2014 Stereo under Sequential Optimal Sampling: A Statistical Analysis Framework for Search Space Reduction CVPR 2014 A Competitive Test for Uniformity of Monotone Distributions AISTATS 2013 B-test: A Non-parametric, Low Variance Kernel Two-sample Test NeurIPS 2013 Central Limit Theorems for Conditional Markov Chains AISTATS 2013 Complexity Theoretic Lower Bounds for Sparse Principal Component Detection COLT 2013 Confidence Intervals and Hypothesis Testing for High-Dimensional Statistical Models NeurIPS 2013 Detecting Activations over Graphs using Spanning Tree Wavelet Bases AISTATS 2013 Multiple-source cross-validation ICML 2013 Kernels Based Tests with Non-asymptotic Bootstrap Approaches for Two-sample Problems COLT 2012 Minimax hypothesis testing for curve registration AISTATS 2012 Optimal kernel choice for large-scale two-sample tests NeurIPS 2012 Testing for Membership to the IFRA and the NBU Classes of Distributions AISTATS 2012 The Perturbed Variation NeurIPS 2012 Tight Bounds on Profile Redundancy and Distinguishability NeurIPS 2012