1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.GT2026
Understanding Federated Learning Through the Lens of Mechanism Design: The Role of Data Heterogeneity
Lina Alkarmi, Po-Yen Chen, Mingyan Liu
Federated learning (FL) requires effective incentive mechanisms to motivate data sharing and prevent strategic free-riding. Recent FL mechanisms such as the Shapley value mechanism…
cs.LG2022★ 1 cited
Reinforcement Learning for Resilient Power Grids
Zhenting Zhao, Po-Yen Chen, Yucheng Jin
Traditional power grid systems have become obsolete under more frequent and extreme natural disasters. Reinforcement learning (RL) has been a promising solution for resilience give…