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    Byzantine Fault-tolerance via Reactive Redundancy in Parallelized Gradient Descent

    Cover for Byzantine Fault-tolerance via Reactive Redundancy in Parallelized Gradient Descent
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    Creator
    Lu, Connor Young
    Advisor
    Vaidya, Nitin H
    Abstract
    We consider the problem of multi-agent optimization in the presence of Byzantine workers.Specifically, we focus on the case of parallelized stochastic gradient descent utilizing n workers, up to f
    Description
    M.S.
    Permanent Link
    http://hdl.handle.net/10822/1062648
    Date Published
    2021
    Subject
    Byzantine tolerance; redundancy; stochastic gradient descent; Computer science; Computer science;
    Type
    thesis
    Publisher
    Georgetown University
    Extent
    58 leaves
    Collections
    • Graduate Theses and Dissertations - Computer Science
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    Georgetown University Seal
    ©2009 - 2023 Georgetown University Library
    37th & O Streets NW
    Washington DC 20057-1174
    202.687.7385
    digitalscholarship@georgetown.edu
    Accessibility