Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability

Yikai Yan, Chaoyue Niu, Yucheng Ding +5

Federated learning is a new distributed machine learning framework, where a bunch of heterogeneous clients collaboratively train a model without sharing training data. In this work…