37 citations · 159 across the 18 of their papers we have counts for
3 papers · 1 filter
An Iterative Mechanism for Coupling Electricity Markets
Alfredo Garcia, Roohallah Khatami, Ceyhun Eksin +1
The coordinated operation of interconnected but locally controlled electricity markets is generally referred to as a "coupling". In this paper we propose a new mechanism design for…
Distributed Networked Real-time Learning
Alfredo Garcia, Luochao Wang, Jeff Huang +1
Many machine learning algorithms have been developed under the assumption that data sets are already available in batch form. Yet in many application domains data is only available…
On Distributed Non-convex Optimization: Projected Subgradient Method For Weakly Convex Problems in Networks
Shixiang Chen, Alfredo Garcia, Shahin Shahrampour
The stochastic subgradient method is a widely-used algorithm for solving large-scale optimization problems arising in machine learning. Often these problems are neither smooth nor…