scholar.google.com › citations
Oct 6, 2022 · In this article, we consider a class of decentralized resource allocation problems over directed networks, where each node only communicates ...
We propose an efficient and robust Newton tracking mechanism for fully asynchronous optimization. Our proposed mechanism can be adapted to different ...
A popular asynchronous protocol for decentralized optimization is randomized gossip where a pair of neighbors concurrently update via pairwise averaging.
Jan 23, 2019 · A popular asynchronous protocol for decentralized optimization is randomized gossip where a pair of neighbors concurrently update via ...
Jan 6, 2024 · We address a decentralized convex optimization problem, where every agent has its unique local objective function and constraint set.
Missing: Networks. | Show results with:Networks.
Abstract—We consider expected risk minimization in multi-agent systems comprised of distinct subsets of agents operating without a common time-scale.
This paper proposes a decentralized scheme based on the relaxed alternating direction method of multipliers for coordinating the operation of integrated�...
Missing: Directed | Show results with:Directed
In decentralized optimization, nodes of a communication network each possess a local objective function, and communicate using gossip-based methods in order ...
Abstract— We consider fully asynchronous decentralized op- timization over a directed graph. While various algorithms have been proposed, real-world ...
We address a decentralized convex optimization problem, where every agent has its unique local objective function and constraint set.