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Aleksandr Podkopaev
Aleksandr Podkopaev
Geverifieerd e-mailadres voor cmu.edu - Homepage
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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
662020
Distribution-free uncertainty quantification for classification under label shift
A Podkopaev, A Ramdas
Uncertainty in artificial intelligence, 844-853, 2021
612021
Tracking the risk of a deployed model and detecting harmful distribution shifts
A Podkopaev, A Ramdas
International Conference on Learning Representations, 2021
182021
Sequential kernelized independence testing
A Podkopaev, P Blöbaum, S Kasiviswanathan, A Ramdas
International Conference on Machine Learning, 27957-27993, 2023
112023
Sequential Predictive Two-Sample and Independence Testing
A Podkopaev, A Ramdas
Advances in Neural Information Processing Systems, 2023
22023
Uncertainty Quantification under Distribution Shifts
A Podkopaev
Carnegie Mellon University, 0
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Artikelen 1–6