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20222024
most citedRole of Locality and Weight Sharing in Image-Based Tasks: A Sample Complexity Separation between CNNs, LCNs, and FCNs

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math.OC2023

Specifying and Solving Robust Empirical Risk Minimization Problems Using CVXPY

Eric Luxenberg, Dhruv Malik, Yuanzhi Li +2

We consider robust empirical risk minimization (ERM), where model parameters are chosen to minimize the worst-case empirical loss when each data point varies over a given convex un…