Follow
Aleksandr Podkopaev
Aleksandr Podkopaev
Carnegie Mellon University
Verified email at cmu.edu - Homepage
Title
Cited by
Cited by
Year
Distribution-free uncertainty quantification for classification under label shift
A Podkopaev, A Ramdas
Uncertainty in artificial intelligence, 844-853, 2021
942021
Distribution-free binary classification: prediction sets, confidence intervals and calibration
C Gupta, A Podkopaev, A Ramdas
Advances in Neural Information Processing Systems 33, 3711-3723, 2020
862020
Tracking the risk of a deployed model and detecting harmful distribution shifts
A Podkopaev, A Ramdas
International Conference on Learning Representations, 2021
242021
Sequential kernelized independence testing
A Podkopaev, P Blöbaum, S Kasiviswanathan, A Ramdas
International Conference on Machine Learning, 27957-27993, 2023
202023
Sequential Predictive Two-Sample and Independence Testing
A Podkopaev, A Ramdas
Advances in Neural Information Processing Systems, 2023
92023
Adaptive Conformal Inference by Betting
A Podkopaev, D Xu, K Lee
International Conference on Machine Learning, 2024
22024
Uncertainty Quantification under Distribution Shifts
A Podkopaev
Carnegie Mellon University, 0
The system can't perform the operation now. Try again later.
Articles 1–7