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01/30/2023
Robust empirical risk minimization via Newton's method
We study a variant of Newton's method for empirical risk minimization, w...
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12/05/2019
Adversarial Risk via Optimal Transport and Optimal Couplings
The accuracy of modern machine learning algorithms deteriorates severely...
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02/12/2017
