3 citations · 5 across the 2 of their papers we have counts for
2 papers
math.OC2022★ 2 cited
A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees
Milad Farsi, Yinan Li, Ye Yuan +1
We propose a piecewise learning framework for controlling nonlinear systems with unknown dynamics. While model-based reinforcement learning techniques in terms of some basis functi…
cs.LG2021★ 3 cited
DeceFL: A Principled Decentralized Federated Learning Framework
Ye Yuan, Jun Liu, Dou Jin +12
Traditional machine learning relies on a centralized data pipeline, i.e., data are provided to a central server for model training. In many applications, however, data are inherent…