Quantization for Decentralized Learning Under Subspace Constraints

Author:

Nassif Roula1ORCID,Vlaski Stefan2ORCID,Carpentiero Marco3ORCID,Matta Vincenzo3ORCID,Antonini Marc1,Sayed Ali H.4ORCID

Affiliation:

1. I3S Laboratory, CNRS, Université Côte d'Azur, Nice, France

2. Imperial College London, London, U.K.

3. University of Salerno, Fisciano, Italy

4. Institute of Electrical and Micro Engineering, Swiss Federal Institute of Technology Lausanne, Lausanne, Switzerland

Funder

ANR JCJC

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Signal Processing

Reference46 articles.

1. Distributed Subgradient Methods for Multi-Agent Optimization

2. SPARQ-SGD: Event-Triggered and Compressed Communication in Decentralized Optimization

3. Decentralized stochastic optimization and gossip algorithms with compressed communication;koloskova;Proc Int Conf Mach Learn,0

4. A linearly convergent algorithm for decentralized optimization: Sending less bits for free!;kovalev;Proc Int Conf Artif Intell Statist,0

5. Gossip Algorithms for Distributed Signal Processing

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