Communication-Efficient Federated Learning over Capacity-Limited Wireless Networks

Autor: Yun, Jaewon, Oh, Yongjeong, Jeon, Yo-Seb, Poor, H. Vincent

In this paper, a communication-efficient federated learning (FL) framework is proposed for improving the convergence rate of FL under a limited uplink capacity. The central idea of the proposed framework is to transmit the values and positions of the

Externí odkaz: http://arxiv.org/abs/2307.10815

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ACD15, ACD21 and SLN regulate accumulation and mobility of MBD6 to silence genes and transposable elements.

Autor: Boone BA; Molecular Biology Institute, University of California Los Angeles, Los Angeles, CA 90095, USA.; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA.; These authors contributed equally., Ichino L; Molecular Biology Institute, University of California Los Angeles, Los Angeles, CA 90095, USA.; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA.; These authors contributed equally., Wang S; Molecular Biology Institute, University of California Los Angeles, Los Angeles, CA 90095, USA.; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Gardiner J; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA.; Translational Plant Biology, Department of Biology, Utrecht University, 3584CH, Utrecht, The Netherlands., Yun J; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Jami-Alahmadi Y; Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA 90095, USA., Sha J; Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA 90095, USA., Mendoza CP; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Steelman BJ; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., van Aardenne A; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Kira-Lucas S; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Trentchev I; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA., Wohlschlegel JA; Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA 90095, USA., Jacobsen SE; Molecular Biology Institute, University of California Los Angeles, Los Angeles, CA 90095, USA.; Department of Molecular, Cell and Developmental Biology, University of California Los Angeles, Los Angeles, CA 90095, USA.; Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA 90095, USA.; Eli and Edyth Broad Center of Regenerative Medicine and Stem Cell Research, University of California Los Angeles, Los Angeles, CA 90095, USA.; Howard Hughes Medical Institute (HHMI), UCLA; Los Angeles, CA 90095, USA.

Publikováno v: BioRxiv : the preprint server for biology [bioRxiv] 2023 Oct 06. Date of Electronic Publication: 2023 Oct 06.