Inferring individual network edges - with application to target identification in gene networks
Sign Up to like & getrecommendations! Published in 2020 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2020.12.050
Abstract: Abstract The paper considers the problem of inferring individual network edges from time-series data. This is the problem faced in target identification, but also important in cases where it is of interest to learn whether… read more here.
Keywords: inferring individual; target identification; individual network; network edges ... See more keywords
Chronos: Accelerating Federated Learning With Resource Aware Training Volume Tuning at Network Edges
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Vehicular Technology"
DOI: 10.1109/tvt.2022.3218155
Abstract: Due to the limited resources and data privacy issue, last decade witnesses the fast development of Distributed Machine Learning (DML) at network edges. Among all the existing DML paradigms, Federated Learning (FL) would be a… read more here.
Keywords: federated learning; volume tuning; training volume; network edges ... See more keywords