most citedDopamine: Differentially Private Federated Learning on Medical Data

43 citations · 43 across the 2 of their papers we have counts for

collaborators

2 papers

cs.IT2021

Fast Federated Edge Learning with Overlapped Communication and Computation and Channel-Aware Fair Client Scheduling

Mehmet Emre Ozfatura, Junlin Zhao, Deniz Gündüz

We consider federated edge learning (FEEL) over wireless fading channels taking into account the downlink and uplink channel latencies, and the random computation delays at the cli…

cs.LG2021★ 43 cited

Dopamine: Differentially Private Federated Learning on Medical Data

Mohammad Malekzadeh, Burak Hasircioglu, Nitish Mital +3

While rich medical datasets are hosted in hospitals distributed across the world, concerns on patients' privacy is a barrier against using such data to train deep neural networks (…