activity
20132026
most citedFedPD: A Federated Learning Framework with Optimal Rates and Adaptivity to Non-IID Data

189 citations · 417 across the 21 of their papers we have counts for

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Showing 2014Show all

5 papers · 1 filter

math.DS2014

Stochastic hybrid systems in equilibrium: moment closure, finite-time blowup, and exact solutions

Lee DeVille, Sairaj Dhople, Alejandro Dominguez-Garcia +1

We present a variety of results analyzing the behavior of a class of stochastic processes --- referred to as Stochastic Hybrid Systems (SHSs) --- in or near equilibrium, and determ…

eess.SY2014

Uncovering Droop Control Laws Embedded Within the Nonlinear Dynamics of Van der Pol Oscillators

Mohit Sinha, Florian Dorfler, Brian B. Johnson +1

This paper examines the dynamics of power-electronic inverters in islanded microgrids that are controlled to emulate the dynamics of Van der Pol oscillators. The general strategy o…

math.OC2014

Regulation of Dynamical Systems to Optimal Solutions of Semidefinite Programs: Algorithms and Applications to AC Optimal Power Flow

Emiliano Dall'Anese, Sairaj Dhople, Georgios B. Giannakis

This paper considers a collection of networked nonlinear dynamical systems, and addresses the synthesis of feedback controllers that seek optimal operating points corresponding to…

math.OC2014★ 57 cited

Optimal Dispatch of Residential Photovoltaic Inverters Under Forecasting Uncertainties

Emiliano Dall'Anese, Sairaj V. Dhople, Brian B. Johnson +1

Efforts to ensure reliable operation of existing low-voltage distribution systems with high photovoltaic (PV) generation have focused on the possibility of inverters providing anci…

math.OC2014★ 1 cited

Decentralized Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems

Emiliano Dall'Anese, Sairaj V. Dhople, Brian B. Johnson +1

Decentralized methods for computing optimal real and reactive power setpoints for residential photovoltaic (PV) inverters are developed in this paper. It is known that conventional…