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02/27/2023
Optimal Prediction Using Expert Advice and Randomized Littlestone Dimension
A classical result in online learning characterizes the optimal mistake ...
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10/06/2022
On Optimal Learning Under Targeted Data Poisoning
Consider the task of learning a hypothesis class ℋ in the presence of an...
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06/09/2022
A Resilient Distributed Boosting Algorithm
Given a learning task where the data is distributed among several partie...
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06/03/2021
