2 citations · 2 across the 3 of their papers we have counts for
3 papers
math.OC2019
Online Learning over Dynamic Graphs via Distributed Proximal Gradient Algorithm
Rishabh Dixit, Amrit Singh Bedi, Ketan Rajawat
We consider the problem of tracking the minimum of a time-varying convex optimization problem over a dynamic graph. Motivated by target tracking and parameter estimation problems i…
math.OC2017
Tracking Moving Agents via Inexact Online Gradient Descent Algorithm
Amrit Singh Bedi, Paban Sarma, Ketan Rajawat
Multi-agent systems are being increasingly deployed in challenging environments for performing complex tasks such as multi-target tracking, search-and-rescue, and intrusion detecti…
math.OC2017★ 2 cited
Asynchronous Decentralized Stochastic Optimization in Heterogeneous Networks
Amrit Singh Bedi, Alec Koppel, Ketan Rajawat
We consider expected risk minimization in multi-agent systems comprised of distinct subsets of agents operating without a common time-scale. Each individual in the network is charg…