10 citations · 10 across the 3 of their papers we have counts for
3 papers
MAPL: Model Agnostic Peer-to-peer Learning
Sayak Mukherjee, Andrea Simonetto, Hadi Jamali-Rad
Effective collaboration among heterogeneous clients in a decentralized setting is a rather unexplored avenue in the literature. To structurally address this, we introduce Model Agn…
Design of Distributed Controllers Seeking Optimal Power Flow Solutions Under Communication Constraints
Emiliano Dall'Anese, Andrea Simonetto, Sairaj Dhople
This paper focuses on power distribution networks featuring distributed energy resources (DERs), and develops controllers that drive the DER output powers to solutions of time-vary…
Distributed Time-Varying Stochastic Optimization and Utility-Based Communication
Andrea Simonetto, Leon Kester, Geert Leus
We devise a distributed asynchronous stochastic epsilon-gradient-based algorithm to enable a network of computing and communicating nodes to solve a constrained discrete-time time-…