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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