114 citations · 115 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 114 cited
Federated Learning Based on Dynamic Regularization
Durmus Alp Emre Acar, Yue Zhao, Ramon Matas Navarro +3
We propose a novel federated learning method for distributively training neural network models, where the server orchestrates cooperation between a subset of randomly chosen device…
cs.LG2020★ 1 cited
Budget Learning via Bracketing
Aditya Gangrade, Durmus Alp Emre Acar, Venkatesh Saligrama
Conventional machine learning applications in the mobile/IoT setting transmit data to a cloud-server for predictions. Due to cost considerations (power, latency, monetary), it is d…