Parallel Learning: Overview and Perspective for Computational Learning Across Syn2Real and Sim2Real
Sign Up to like & getrecommendations! Published in 2023 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2023.123375
Abstract: The virtual-to-real paradigm, i.e., training models on virtual data and then applying them to solve real-world problems, has attracted more and more attention from various domains by successfully alleviating the data shortage problem in machine… read more here.
Keywords: learning overview; perspective computational; virtual real; overview perspective ... See more keywords
Communication-Efficient Distributed Learning: An Overview
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Journal on Selected Areas in Communications"
DOI: 10.1109/jsac.2023.3242710
Abstract: Distributed learning is envisioned as the bedrock of next-generation intelligent networks, where intelligent agents, such as mobile devices, robots, and sensors, exchange information with each other or a parameter server to train machine learning models… read more here.
Keywords: learning overview; communication efficient; communication; efficient distributed ... See more keywords