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03/29/2022
Efficient Convex Optimization Requires Superlinear Memory
We show that any memory-constrained, first-order algorithm which minimiz...
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01/13/2021
On Misspecification in Prediction Problems and Robustness via Improper Learning
We study probabilistic prediction games when the underlying model is mis...
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10/23/2017
