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05/24/2023
Replicable Reinforcement Learning
The replicability crisis in the social, behavioral, and data sciences ha...
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03/22/2023
Stability is Stable: Connections between Replicability, Privacy, and Adaptive Generalization
The notion of replicable algorithms was introduced in Impagliazzo et al....
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01/31/2023
Multicalibration as Boosting for Regression
We study the connection between multicalibration and boosting for square...
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01/20/2022
Reproducibility in Learning
We introduce the notion of a reproducible algorithm in the context of le...
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06/14/2021
Boosting in the Presence of Massart Noise
We study the problem of boosting the accuracy of a weak learner in the (...
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02/04/2020