statistical testing

Quantifying Network Similarity using Graph Cumulants JMLR 2023 Scalable Membership Inference Attacks via Quantile Regression NeurIPS 2023 Secure Federated Correlation Test and Entropy Estimation ICML 2023 Selection by Prediction with Conformal p-values JMLR 2023 Statistical Comparisons of Classifiers by Generalized Stochastic Dominance JMLR 2023 The Test of Tests: A Framework for Differentially Private Hypothesis Testing ICML 2023 Using Perturbation to Improve Goodness-of-Fit Tests based on Kernelized Stein Discrepancy ICML 2023 A Kernelised Stein Statistic for Assessing Implicit Generative Models NeurIPS 2022 A Statistical Approach for Optimal Topic Model Identification JMLR 2022 Entropy Regularized Optimal Transport Independence Criterion AISTATS 2022 Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022 KSD Aggregated Goodness-of-fit Test NeurIPS 2022 Model-agnostic out-of-distribution detection using combined statistical tests AISTATS 2022 Quantifying Statistical Significance of Neural Network-based Image Segmentation by Selective Inference NeurIPS 2022 Standardisation-function Kernel Stein Discrepancy: A Unifying View on Kernel Stein Discrepancy Tests for Goodness-of-fit AISTATS 2022 Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022 Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022 Understanding Uncertainty Maps in Vision With Statistical Testing CVPR 2022 Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships NeurIPS 2021 A General Framework For Detecting Anomalous Inputs to DNN Classifiers ICML 2021 Better than Average: Paired Evaluation of NLP systems ACL 2021 Catch Me if I Can: Detecting Strategic Behaviour in Peer Assessment AAAI 2021 Dataset Inference: Ownership Resolution in Machine Learning ICLR 2021 Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021 Double Generative Adversarial Networks for Conditional Independence Testing JMLR 2021