Articles with "pruning distributed" as a keyword



Model Pruning for Distributed Learning Over the Air

Sign Up to like & get
recommendations!
Published in 2024 at "IEEE Transactions on Signal Processing"

DOI: 10.1109/tsp.2024.3486169

Abstract: Analog over-the-air (A-OTA) computing is an effective approach to achieving distributed learning among multiple end-user devices within a bandwidth-constrained spectrum. In this paradigm, users’ intermediate parameters, such as gradients, are modulated onto a set of… read more here.

Keywords: pruning distributed; distributed learning; model pruning; learning air ... See more keywords