Search Results - "decentralized asynchronous algorithm"

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  1. 1

    Asynchronous Algorithms for Decentralized Resource Allocation over Directed Networks by Lu, Qingguo, Liao, Xiaofeng, Deng, Shaojiang, Li, Huaqing

    ISSN: 1045-9219, 1558-2183
    Published: New York IEEE 01.01.2023
    “…In this article, we consider a class of decentralized resource allocation problems over directed networks, where each node only communicates with its…”
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    Journal Article
  2. 2

    PARS-Push: Personalized, Asynchronous and Robust Decentralized Optimization by Toghani, Mohammad Taha, Lee, Soomin, Uribe, Cesar A.

    ISSN: 2475-1456, 2475-1456
    Published: IEEE 2023
    Published in IEEE control systems letters (2023)
    “… We formulate the personalized optimization problem under the MAML framework and propose PARS-Push, a decentralized asynchronous algorithm robust to message failures, communication delays, and directed message sharing…”
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    Journal Article
  3. 3

    Energy Efficient Competitive Resource Allocation in MIMO networks by Thiran, Guillaume, Stupia, Ivan, Vandendorpe, Luc

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 17.06.2021
    Published in arXiv.org (17.06.2021)
    “… A decentralized asynchronous algorithm is proven to converge towards this equilibrium under the same conditions…”
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    Paper
  4. 4

    (\textbf{A}^2\textbf{CiD}^2\): Accelerating Asynchronous Communication in Decentralized Deep Learning by Nabli, Adel, Belilovsky, Eugene, Oyallon, Edouard

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 06.12.2023
    Published in arXiv.org (06.12.2023)
    “… Decentralized asynchronous algorithms are emerging as a potential alternative but their practical applicability still lags…”
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    Paper
  5. 5

    Accelerating Parallel Stochastic Gradient Descent via Non-blocking Mini-batches by He, Haoze, Dube, Parijat

    ISSN: 2331-8422
    Published: Ithaca Cornell University Library, arXiv.org 09.11.2022
    Published in arXiv.org (09.11.2022)
    “…SOTA decentralized SGD algorithms can overcome the bandwidth bottleneck at the parameter server by using communication collectives like Ring All-Reduce for…”
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    Paper
  6. 6

    Asynchronous gradient-based optimisation for team decision making by Mathews, G., Durrant-Whyte, H., Prokopenko, M.

    ISBN: 9781424414970, 1424414970
    ISSN: 0191-2216
    Published: IEEE 01.12.2007
    “…This paper describes a decentralised asynchronous algorithm for negotiation in team decision and control problems, allowing multiple decision makers to propose and refine future decisions to optimise…”
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    Conference Proceeding