8 citations · 9 across the 5 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2020★ 1 cited
A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg
Zhaonan Qu, Kaixiang Lin, Zhaojian Li +2
Federated learning (FL) learns a model jointly from a set of participating devices without sharing each other's privately held data. The characteristics of non-i.i.d. data across t…
cs.LG2020
Interpretable Personalization via Policy Learning with Linear Decision Boundaries
Zhaonan Qu, Isabella Qian, Zhengyuan Zhou
With the rise of the digital economy and an explosion of available information about consumers, effective personalization of goods and services has become a core business focus for…