research
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01/16/2023
Distributionally Robust Learning with Weakly Convex Losses: Convergence Rates and Finite-Sample Guarantees
We consider a distributionally robust stochastic optimization problem an...
research
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06/08/2020
A Stochastic Subgradient Method for Distributionally Robust Non-Convex Learning
We consider a distributionally robust formulation of stochastic optimiza...
research
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03/02/2020