hypothesis testing

Scalable Causal Structure Learning via Amortized Conditional Independence Testing CLeaR 2025 Selective Inference with Distributed Data JMLR 2025 SOTOPIA-S4: a user-friendly system for flexible, customizable, and large-scale social simulation NAACL 2025 Statistical Hypothesis Testing for Auditing Robustness in Language Models ICML 2025 Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation AISTATS 2025 Statistical Significance of Feature Importance Rankings UAI 2025 Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025 A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024 A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024 A Provable Decision Rule for Out-of-Distribution Detection ICML 2024 Are Large Language Models Good Statisticians? NeurIPS 2024 CAD-DA: Controllable Anomaly Detection after Domain Adaptation by Statistical Inference AISTATS 2024 Can Large Language Models Discern Evidence for Scientific Hypotheses? Case Studies in the Social Sciences COLING 2024 Classification under Nuisance Parameters and Generalized Label Shift in Likelihood-Free Inference ICML 2024 Conformalized Multiple Testing after Data-dependent Selection NeurIPS 2024 Contrastive dimension reduction: when and how? NeurIPS 2024 Counting Stars is Constant-Degree Optimal For Detecting Any Planted Subgraph: Extended Abstract COLT 2024 Covariate Shift Corrected Conditional Randomization Test NeurIPS 2024 Differentially private methods for managing model uncertainty in linear regression JMLR 2024 Empirical Design in Reinforcement Learning JMLR 2024 Estimating the Replication Probability of Significant Classification Benchmark Experiments JMLR 2024 False discovery proportion envelopes with m-consistency JMLR 2024 Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood AAAI 2024 Hypothesis Testing the Circuit Hypothesis in LLMs NeurIPS 2024 Incentivizing Quality Text Generation via Statistical Contracts NeurIPS 2024