 On Continuous Monitoring of Risk Violations under Unknown ShiftConference on Uncertainty in Artificial Intelligence (UAI), 2025 |
 Beyond Conformal Predictors: Adaptive Conformal Inference with Confidence PredictorsPattern Recognition (Pattern Recogn.), 2024 |
 Protected Test-Time Adaptation via Online Entropy Matching: A Betting ApproachNeural Information Processing Systems (NeurIPS), 2024 |
 Evaluating Machine Translation Quality with Conformal Predictive
DistributionsInternational Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2023 |
 Online Distribution Shift Detection via Recency PredictionIEEE International Conference on Robotics and Automation (ICRA), 2022 |
 Tracking the risk of a deployed model and detecting harmful distribution
shiftsInternational Conference on Learning Representations (ICLR), 2021 |
 A unified framework for bandit multiple testingNeural Information Processing Systems (NeurIPS), 2021 |
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 Testing for Outliers with Conformal p-valuesAnnals of Statistics (Ann. Stat.), 2021 |
 Conformal testing in a binary model situationInternational Symposium on Conformal and Probabilistic Prediction with Applications (ISCPPA), 2021 |
 Testing exchangeability: fork-convexity, supermartingales, and
e-processesInternational Journal of Approximate Reasoning (IJAR), 2021 |
 Conformal prediction for time seriesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Chen Xu Yao Xie |
