57 citations · 161 across the 44 of their papers we have counts for
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cs.LG2022
Max-Margin Works while Large Margin Fails: Generalization without Uniform Convergence
Margalit Glasgow, Colin Wei, Mary Wootters +1
A major challenge in modern machine learning is theoretically understanding the generalization properties of overparameterized models. Many existing tools rely on uniform convergen…
cs.IT2022★ 1 cited
Efficient Near-Optimal Codes for General Repeat Channels
Francisco Pernice, Ray Li, Mary Wootters
Given a probability distribution over the non-negative integers, a -repeat channel acts on an input symbol by repeating it a number of times distributed…