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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

MMD Aggregated Two-Sample Test JMLR 2023
Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling COLT 2023
Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022
Feature Importance Explanations for Temporal Black-Box Models AAAI 2022
Signature Moments to Characterize Laws of Stochastic Processes JMLR 2022
Anytime-Valid Inference For Multinomial Count Data NIPS 2022
The Weighted Generalised Covariance Measure JMLR 2022
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs AAAI 2022
Local Differential Privacy for Belief Functions AAAI 2022
Premise-based Multimodal Reasoning: Conditional Inference on Joint Textual and Visual Clues ACL 2022
On The Memory Complexity of Uniformity Testing COLT 2022
On the Epistemic Limits of Personalized Prediction NIPS 2022
AutoML Two-Sample Test NIPS 2022
Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NIPS 2022
Robust Testing in High-Dimensional Sparse Models NIPS 2022
Understanding Uncertainty Maps in Vision With Statistical Testing CVPR 2022
Testing Whether a Learning Procedure is Calibrated JMLR 2022
Multiple-Splitting Projection Test for High-Dimensional Mean Vectors JMLR 2022
Chernoff Sampling for Active Testing and Extension to Active Regression AISTATS 2022
Online Control of the False Discovery Rate under "Decision Deadlines" AISTATS 2022
Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022
Identity Testing of Reversible Markov Chains AISTATS 2022
Adaptive Gaussian Process Change Point Detection ICML 2022
Private High-Dimensional Hypothesis Testing COLT 2022
A Witness Two-Sample Test AISTATS 2022