confidence sequence

Certified Interventional Fidelity: Anytime-Valid, Adaptive Evaluation of Causal Claims in Mechanistic Interpretability UAI 2026 A Unified Confidence Sequence for Generalized Linear Models, with Applications to Bandits NeurIPS 2024 Gambling-Based Confidence Sequences for Bounded Random Vectors ICML 2024 Online Adaptive Anomaly Thresholding with Confidence Sequences ICML 2024 Reducing sequential change detection to sequential estimation ICML 2024 Semiparametric Efficient Inference in Adaptive Experiments CLeaR 2024 Treatment of Statistical Estimation Problems in Randomized Smoothing for Adversarial Robustness NeurIPS 2024 Huber-robust confidence sequences AISTATS 2023 Improved Algorithms for Stochastic Linear Bandits Using Tail Bounds for Martingale Mixtures NeurIPS 2023 Likelihood Ratio Confidence Sets for Sequential Decision Making NeurIPS 2023 Nonparametric Extensions of Randomized Response for Private Confidence Sets ICML 2023 Risk-limiting financial audits via weighted sampling without replacement UAI 2023 Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023 Sequential Changepoint Detection via Backward Confidence Sequences ICML 2023 Tighter PAC-Bayes Bounds Through Coin-Betting COLT 2023 Anytime-Valid Inference For Multinomial Count Data NeurIPS 2022 Tracking the risk of a deployed model and detecting harmful distribution shifts ICLR 2022 Near-Optimal Confidence Sequences for Bounded Random Variables ICML 2021 Off-Policy Confidence Sequences ICML 2021 Uncertainty quantification using martingales for misspecified Gaussian processes ALT 2021 Confidence sequences for sampling without replacement NeurIPS 2020