no code implementations • 27 Mar 2024 • Ehsan Lari, Reza Arablouei, Naveen K. D. Venkategowda, Stefan Werner
We introduce a distributed algorithm, termed noise-robust distributed maximum consensus (RD-MC), for estimating the maximum value within a multi-agent network in the presence of noisy communication links.
no code implementations • 27 Mar 2024 • Ehsan Lari, Reza Arablouei, Stefan Werner
To address this, we propose a privacy-preserving algorithm for fully-distributed NMF that decomposes a distributed large data matrix into left and right matrix factors while safeguarding each agent's local data privacy.
no code implementations • 19 Mar 2024 • Ehsan Lari, Vinay Chakravarthi Gogineni, Reza Arablouei, Stefan Werner
PSO-Fed reduces the communication load by enabling clients to exchange only a fraction of their model estimates with the server at each update round.