Podkopaev, Aleksandr

6 publications

ICML 2024 Adaptive Conformal Inference by Betting Aleksandr Podkopaev, Dong Xu, Kuang-Chih Lee
ICML 2023 Sequential Kernelized Independence Testing Aleksandr Podkopaev, Patrick Blöbaum, Shiva Kasiviswanathan, Aaditya Ramdas
NeurIPS 2023 Sequential Predictive Two-Sample and Independence Testing Aleksandr Podkopaev, Aaditya Ramdas
ICLR 2022 Tracking the Risk of a Deployed Model and Detecting Harmful Distribution Shifts Aleksandr Podkopaev, Aaditya Ramdas
UAI 2021 Distribution-Free Uncertainty Quantification for Classification Under Label Shift Aleksandr Podkopaev, Aaditya Ramdas
NeurIPS 2020 Distribution-Free Binary Classification: Prediction Sets, Confidence Intervals and Calibration Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas