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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

On the Epistemic Limits of Personalized Prediction NIPS 2022
Private High-Dimensional Hypothesis Testing COLT 2022
Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021
Hypothesis testing with low-degree polynomials in the Morris class of exponential families COLT 2021
Testing Conditional Independence via Quantile Regression Based Partial Copulas JMLR 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Application of kernel hypothesis testing on set-valued data UAI 2021
Robust hypothesis testing and distribution estimation in Hellinger distance AISTATS 2021
Sharp Impossibility Results for Hyper-graph Testing NIPS 2021
Identity testing for Mallows model NIPS 2021
The Heads Hypothesis: A Unifying Statistical Approach Towards Understanding Multi-Headed Attention in BERT AAAI 2021
Detection of Signal in the Spiked Rectangular Models ICML 2021
Statistical Query Algorithms and Low Degree Tests Are Almost Equivalent COLT 2021
Event Outlier Detection in Continuous Time ICML 2021
Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021
Diffusion Source Identification on Networks with Statistical Confidence ICML 2021
The Sample Complexity of Robust Covariance Testing COLT 2021
Simultaneous Inference for Pairwise Graphical Models with Generalized Score Matching JMLR 2020
A Regularization-Based Adaptive Test for High-Dimensional GLMs JMLR 2020
Distributed Signal Detection under Communication Constraints COLT 2020
Goodness-of-Fit Tests for Inhomogeneous Random Graphs ICML 2020
AI Feynman 2.0: Pareto-optimal symbolic regression exploiting graph modularity NIPS 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
Non-asymptotic Analysis for Nonparametric Testing COLT 2020
Locally Private Hypothesis Selection COLT 2020