Kai Yang

works on

coreset selection 1 distributed optimization 1 federated learning 1 robust learning 1 trilevel optimization 1

From the 1 of 3 linked papers with an AI index.

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math.OC2025

Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis

Yang Jiao, Kai Yang, Dongjin Song

Distributionally Robust Optimization (DRO), which aims to find an optimal decision that minimizes the worst case cost over the ambiguity set of probability distribution, has been w…