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cs.LG2025
Agnostic Learning under Targeted Poisoning: Optimal Rates and the Role of Randomness
Bogdan Chornomaz, Yonatan Koren, Shay Moran +1
We study the problem of learning in the presence of an adversary that can corrupt an fraction of the training examples with the goal of causing failure on a specific test point…
cs.DM2025
Spherical dimension
Bogdan Chornomaz, Shay Moran, Tom Waknine
We introduce and study the spherical dimension, a natural topological relaxation of the VC dimension that unifies several results in learning theory where topology plays a key role…