Aleksandr Podkopaev
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Keywords
conformal prediction
(3)
sequential testing
(2)
uncertainty quantification
(1)
hilbert-schmidt independence criterion
(1)
online convex optimization
(1)
independence testing
(1)
distribution shift
(1)
label shift
(1)
nonparametric testing
(1)
two-sample testing
(1)
learning rate
(1)
prediction set
(1)
confidence interval
(1)
model deployment
(1)
performance degradation
(1)
confidence sequence
(1)
kernel methods
(1)
risk function
(1)
kernelized independence test
(1)
testing by betting
(1)
Papers
Adaptive Conformal Inference by Betting
ICML 2024
Sequential Kernelized Independence Testing
ICML 2023
Sequential Predictive Two-Sample and Independence Testing
NeurIPS 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
NeurIPS 2020