Aleksandr Podkopaev

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Confidence Intervals

Binary Classification

Distribution Free

Top Venues

Publications

Aleksandr Podkopaev, Aaditya Ramdas
Sequential Predictive Two-Sample and Independence Testing. CoRR (2023)
Aleksandr Podkopaev, Patrick Blöbaum, Shiva Prasad Kasiviswanathan, Aaditya Ramdas
Sequential Kernelized Independence Testing. ICML (2023)
Aleksandr Podkopaev, Aaditya Ramdas
Sequential Predictive Two-Sample and Independence Testing. NeurIPS (2023)
Aleksandr Podkopaev, Patrick Blöbaum, Shiva Prasad Kasiviswanathan, Aaditya Ramdas
Sequential Kernelized Independence Testing. CoRR (2022)
Aleksandr Podkopaev, Aaditya Ramdas
Tracking the risk of a deployed model and detecting harmful distribution shifts. ICLR (2022)
Aleksandr Podkopaev, Aaditya Ramdas
Distribution-free uncertainty quantification for classification under label shift. UAI (2021)
Aleksandr Podkopaev, Aaditya Ramdas
Tracking the risk of a deployed model and detecting harmful distribution shifts. CoRR (2021)
Aleksandr Podkopaev, Aaditya Ramdas
Distribution-free uncertainty quantification for classification under label shift. CoRR (2021)
Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas
Distribution-free binary classification: prediction sets, confidence intervals and calibration. NeurIPS (2020)
Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas
Distribution-free binary classification: prediction sets, confidence intervals and calibration. CoRR (2020)