21 citations · 69 across the 11 of their papers we have counts for
13 papers
Distance-Aware Muon: Adaptive Step Scaling for Normalized Optimization
Yury Demidovich, Abhishek Chakraborty, Grigory Malinovsky +2
Muon and related normalized optimizers decouple the choice of update direction from the choice of step scale, but their practical performance remains sensitive to the scale of the…
Characterizing Trust and Resilience in Distributed Consensus for Cyberphysical Systems
Michal Yemini, Angelia Nedić, Andrea Goldsmith +1
This work considers the problem of resilient consensus where stochastic values of trust between agents are available. Specifically, we derive a unified mathematical framework to ch…
Distributed Augmented Lagrangian Method for Link-Based Resource Sharing Problems of Multi-Agent Systems
Wicak Ananduta, Angelia Nedić, Carlos Ocampo-Martinez
A multi-agent optimization problem motivated by the management of energy systems is discussed. The associated cost function is separable and convex although not necessarily strongl…
A general framework for decentralized optimization with first-order methods
Ran Xin, Shi Pu, Angelia Nedić +1
Decentralized optimization to minimize a finite sum of functions over a network of nodes has been a significant focus within control and signal processing research due to its natur…
Accelerated Multi-Agent Optimization Method over Stochastic Networks
Wicak Ananduta, Carlos Ocampo-Martinez, Angelia Nedić
We propose a distributed method to solve a multi-agent optimization problem with strongly convex cost function and equality coupling constraints. The method is based on Nesterov's…
On the Sample Complexity and Optimization Landscape for Quadratic Feasibility Problems
Parth Thaker, Gautam Dasarathy, Angelia Nedić
We consider the problem of recovering a complex vector from quadratic measurements . This pro…