hypothesis testing

AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NeurIPS 2020 A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020 Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming NeurIPS 2020 Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting ICML 2020 Cross-validation Confidence Intervals for Test Error NeurIPS 2020 Distributed Signal Detection under Communication Constraints COLT 2020 Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020 Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020 Estimating the Number and Effect Sizes of Non-null Hypotheses ICML 2020 Goodness-of-Fit Tests for Inhomogeneous Random Graphs ICML 2020 Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020 Is There a Trade-Off Between Fairness and Accuracy? A Perspective Using Mismatched Hypothesis Testing ICML 2020 Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020 Learning Deep Kernels for Non-Parametric Two-Sample Tests ICML 2020 Locally Private Hypothesis Selection COLT 2020 Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms NeurIPS 2020 Minimax Nonparametric Parallelism Test JMLR 2020 Non-asymptotic Analysis for Nonparametric Testing COLT 2020 Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses ACL 2020 On a projective ensemble approach to two sample test for equality of distributions ICML 2020 Online Control of the False Coverage Rate and False Sign Rate ICML 2020 Photometric Stereo via Discrete Hypothesis-and-Test Search CVPR 2020 Randomized tests for high-dimensional regression: A more efficient and powerful solution NeurIPS 2020 Significance Tests for Neural Networks JMLR 2020 Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020