60 citations · 193 across the 43 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 1 cited
A Generalized Representer Theorem for Hilbert Space - Valued Functions
Sanket Diwale, Colin Jones
The necessary and sufficient conditions for existence of a generalized representer theorem are presented for learning Hilbert space-valued functions. Representer theorems involving…
eess.SY2018★ 12 cited
An ADMM-based Coordination and Control Strategy for PV and Storage to Dispatch Stochastic Prosumers: Theory and Experimental Validation
Rahul Gupta, Fabrizio Sossan, Enrica Scolari +4
This paper describes a two-layer control and coordination framework for distributed energy resources. The lower layer is a real-time model predictive control (MPC) executed at 10 s…
math.OC2018★ 11 cited
Communication reduction in distributed optimization via estimation of the proximal operator
Giorgos Stathopoulos, Colin N. Jones
We introduce a reduced-communication distributed optimization scheme based on estimating the solution to a proximal minimization problem. Our proposed setup involves a group of age…