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cs.LG2024
Handling Delayed Feedback in Distributed Online Optimization : A Projection-Free Approach
Tuan-Anh Nguyen, Nguyen Kim Thang, Denis Trystram
Learning at the edges has become increasingly important as large quantities of data are continually generated locally. Among others, this paradigm requires algorithms that are simp…
cs.LG2022
Online Decentralized Frank-Wolfe: From theoretical bound to applications in smart-building
Angan Mitra, Nguyen Kim Thang, Tuan-Anh Nguyen +2
The design of decentralized learning algorithms is important in the fast-growing world in which data are distributed over participants with limited local computation resources and…