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cs.LG2024
CoBo: Collaborative Learning via Bilevel Optimization
Diba Hashemi, Lie He, Martin Jaggi
Collaborative learning is an important tool to train multiple clients more effectively by enabling communication among clients. Identifying helpful clients, however, presents chall…
cs.DS2024
Weighted Matching in the Random-Order Streaming and Robust Communication Models
Diba Hashemi, Weronika Wrzos-Kaminska
We study the maximum weight matching problem in the random-order semi-streaming model and in the robust communication model. Unlike many other sublinear models, in these two framew…