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  1. Jain, Prateek [Author]; Kakade, Sham M. [Author]; Kidambi, Rahul [Author]; Netrapalli, Praneeth [Author]; Pillutla, Venkata Krishna [Author]; Sidford, Aaron [Author] ; Prateek Jain and Sham M. Kakade and Rahul Kidambi and Praneeth Netrapalli and Venkata Krishna Pillutla and Aaron Sidford [Contributor]

    A Markov Chain Theory Approach to Characterizing the Minimax Optimality of Stochastic Gradient Descent (for Least Squares)

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    Schloss Dagstuhl – Leibniz-Zentrum für Informatik, 2018

  2. Pillutla, Krishna; Kakade, Sham M.; Harchaoui, Zaid

    Robust Aggregation for Federated Learning

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    Institute of Electrical and Electronics Engineers (IEEE), 2022

    Published in: IEEE Transactions on Signal Processing, 70 (2022), Seite 1142-1154