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cs.LG2026
FlashbackCL: Mitigating Temporal Forgetting in Federated Learning
Mubarak A. Ojewale, Adriana E. Chis, Jorge M. Cortes-Mendoza +2
Federated Learning (FL) of foundation and edge models increasingly targets deployments where client data distributions drift over time, yet existing forgetting-mitigation methods a…
cs.LG2024
Towards a Flexible and High-Fidelity Approach to Distributed DNN Training Emulation
Banruo Liu, Mubarak Adetunji Ojewale, Yuhan Ding +1
We propose NeuronaBox, a flexible, user-friendly, and high-fidelity approach to emulate DNN training workloads. We argue that to accurately observe performance, it is possible to e…