Aleksandr Podkopaev
6 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Conference Polyglot (4) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird ๐ Cross-Pollinator (15)
๐ฅ
Unstoppable
(5)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
UAI (1)
Top co-authors
Keywords
conformal prediction
(2)
sequential testing
(2)
uncertainty quantification
(1)
hilbert-schmidt independence criterion
(1)
independence testing
(1)
label shift
(1)
nonparametric testing
(1)
non-i.i.d. time-varying
(1)
two-sample testing
(1)
prediction set
(1)
confidence interval
(1)
kernel methods
(1)
kernelized independence test
(1)
testing by betting
(1)
binary classification
(1)
Papers
Adaptive Conformal Inference by Betting
ICML 2024
Sequential Predictive Two-Sample and Independence Testing
NIPS 2023
Sequential Kernelized Independence Testing
ICML 2023
Tracking the risk of a deployed model and detecting harmful distribution shifts
ICLR 2022
Distribution-free uncertainty quantification for classification under label shift
UAI 2021
Distribution-free binary classification: prediction sets, confidence intervals and calibration
NIPS 2020