hypothesis testing

Almost sure null bankruptcy of testing-by-betting strategies COLT 2026 Decorrelated Local Linear Estimator: Inference for Non-linear Effects in High-dimensional Additive Models JMLR 2026 Falsifying Causal Graphs With Outlier Events UAI 2026 Improving online FDR procedures via online analogs of e-closure and compound e-values UAI 2026 Is Multi-Distribution Learning as Easy as PAC Learning: Sharp Rates with Bounded Label Noise COLT 2026 Low-Degree Method Fails to Predict Robust Subspace Recovery COLT 2026 Optimal Sample Complexity Lower Bounds on Conditional Independence Testing COLT 2026 Testing for a Hidden Geometry in Random Graphs COLT 2026 Testing Partially-Identifiable Causal Queries Using Ternary Tests UAI 2026 What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles AAAI 2026 A Unified Data Representation Learning for Non-parametric Two-sample Testing UAI 2025 Bayesian Active Learning for Bivariate Causal Discovery ICML 2025 Composite Goodness-of-fit Tests with Kernels JMLR 2025 Conditional Diffusion Models Based Conditional Independence Testing AAAI 2025 Distribution Free Tests for Model Selection Based on Maximum Mean Discrepancy with Estimated Parameters JMLR 2025 FactTest: Factuality Testing in Large Language Models with Finite-Sample and Distribution-Free Guarantees ICML 2025 Gaussian Mean Testing under Truncation AISTATS 2025 I-trustworthy Models. A framework for trustworthiness evaluation of probabilistic classifiers AISTATS 2025 Minimax Optimal Two-Sample Testing under Local Differential Privacy JMLR 2025 On the Robustness of Kernel Goodness-of-Fit Tests JMLR 2025 Permutation Invariant Functions: Statistical Testing, Density Estimation, and Metric Entropy AISTATS 2025 Prediction-Powered E-Values ICML 2025 PROSAC: Provably Safe Certification for Machine Learning Models under Adversarial Attacks AAAI 2025 RESF: Regularized-Entropy-Sensitive Fingerprinting for Black-Box Tamper Detection of Large Language Models EMNLP 2025 Robust Kernel Hypothesis Testing under Data Corruption AISTATS 2025