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hypothesis testing

254 papers

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Co-occurring keywords

statistical testing (98) sample complexity (1169) statistical inference (146) kernel methods (1097) differential privacy (1016) distribution testing (61) false discovery rate (76) two-sample test (51) confidence interval (146) statistical learning (351)

Papers

Non-asymptotic Analysis for Nonparametric Testing COLT 2020
Inference of Dynamic Graph Changes for Functional Connectome AISTATS 2020
Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020
Significance Tests for Neural Networks JMLR 2020
Minimax Nonparametric Parallelism Test JMLR 2020
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020
A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020
Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting ICML 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests ICML 2020
Estimating the Number and Effect Sizes of Non-null Hypotheses ICML 2020
Photometric Stereo via Discrete Hypothesis-and-Test Search CVPR 2020
Randomized tests for high-dimensional regression: A more efficient and powerful solution NIPS 2020
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NIPS 2020
Locally private non-asymptotic testing of discrete distributions is faster using interactive mechanisms NIPS 2020
Stopping criterion for active learning based on deterministic generalization bounds AISTATS 2020
With Little Power Comes Great Responsibility EMNLP 2020
Computing Valid p-value for Optimal Changepoint by Selective Inference using Dynamic Programming NIPS 2020
Cross-validation Confidence Intervals for Test Error NIPS 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
Goodness-of-Fit Tests for Inhomogeneous Random Graphs ICML 2020
Understanding Learned Models by Identifying Important Features at the Right Resolution AAAI 2019
Efficient Near-Optimal Testing of Community Changes in Balanced Stochastic Block Models NIPS 2019
On Testing for Biases in Peer Review NIPS 2019
A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019
Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019