statistical hypothesis testing

Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models ACL 2025 Model Equality Testing: Which Model is this API Serving? ICLR 2025 Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings ICML 2025 Conformalized Multiple Testing after Data-dependent Selection NeurIPS 2024 Is Gender Reference Gender-specific? Studies in a Polar Domain COLING 2024 DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023 Follow the leader(board) with confidence: Estimating p-values from a single test set with item and response variance ACL 2023 Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023 A Statistical Framework for Efficient Out of Distribution Detection in Deep Neural Networks ICLR 2022 Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection MIDL 2022 MERL: Multimodal Event Representation Learning in Heterogeneous Embedding Spaces AAAI 2021 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models COLT 2020 Hypothesis Testing Interpretations and Renyi Differential Privacy AISTATS 2020 Optimal Statistical Hypothesis Testing for Social Choice UAI 2020 Statistical Testing on ASR Performance via Blockwise Bootstrap Interspeech 2020 Priming vs. Inhibition of Optional Infinitival “to” NAACL 2019 Towards Integration of Statistical Hypothesis Tests into Deep Neural Networks ACL 2019 On the Stability of Feature Selection Algorithms JMLR 2018 PixelDefend: Leveraging Generative Models to Understand and Defend against Adversarial Examples ICLR 2018 Discovering Potential Correlations via Hypercontractivity NeurIPS 2017 Interpretable Distribution Features with Maximum Testing Power NeurIPS 2016 Abstraction Selection in Model-based Reinforcement Learning ICML 2015 Generative Moment Matching Networks ICML 2015 Learning from positive and unlabeled examples by enforcing statistical significance AISTATS 2011 An Extension on “Statistical Comparisons of Classifiers over Multiple Data Sets” for all Pairwise Comparisons JMLR 2008