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cs.LG2022
On Optimal Learning Under Targeted Data Poisoning
Steve Hanneke, Amin Karbasi, Mohammad Mahmoody +2
Consider the task of learning a hypothesis class in the presence of an adversary that can replace up to an fraction of the examples in the training set with arbit…
cs.LG2022★ 1 cited
A Resilient Distributed Boosting Algorithm
Yuval Filmus, Idan Mehalel, Shay Moran
Given a learning task where the data is distributed among several parties, communication is one of the fundamental resources which the parties would like to minimize. We present a…