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math.OC2022
Congestion Reduction via Personalized Incentives
Ali Ghafelebashi, Meisam Razaviyayn, Maged Dessouky
With rapid population growth and urban development, traffic congestion has become an inescapable issue, especially in large cities. Many congestion reduction strategies have been p…
cs.LG2022
Private Non-Convex Federated Learning Without a Trusted Server
Andrew Lowy, Ali Ghafelebashi, Meisam Razaviyayn
We study federated learning (FL) -- especially cross-silo FL -- with non-convex loss functions and data from people who do not trust the server or other silos. In this setting, eac…