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cs.LG2026
Cordial Learning: Distributed Training with Correlated Data
Sarah Shitrit, Ilai Bistritz
We consider a distributed learning task with agents that have correlated data. Specifically, the label of an agent depends on the input of other agents for the same sample, and the…
eess.SP2026
Low-Rank Cyclostationarity Predictive Routing Is Almost as Good as Real-Time Data-based Routing
Oriel-Singer, Ilai-Bistritz, Giseung-Park +3
Dynamic shortest-path routing, using real-time traffic data, enables path selection responsive to evolving conditions. Nevertheless, transportation planning tasks such as adaptive…