Search Results - Chezhegov, Savelii

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  1. 1
    Local SGD for Near-Quadratic Problems: Improving Convergence under Unconstrained Noise Conditions

    Local SGD for Near-Quadratic Problems: Improving Convergence under Unconstrained Noise Conditions by Sadchikov, Andrey, Chezhegov, Savelii, Beznosikov, Aleksandr, Gasnikov, Alexander

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  2. 2
    Accelerated Stochastic Gradient Method with Applications to Consensus Problem in Markov-Varying Networks

    Accelerated Stochastic Gradient Method with Applications to Consensus Problem in Markov-Varying Networks by Solodkin, Vladimir, Chezhegov, Savelii, Nazikov, Ruslan, Beznosikov, Aleksandr, Gasnikov, Alexander

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  3. 3
    A General Framework for Distributed Partitioned Optimization

    A General Framework for Distributed Partitioned Optimization by Chezhegov, Savelii, Novitskii, Anton, Rogozin, Alexander, Parsegov, Sergei, Dvurechensky, Pavel, Gasnikov, Alexander

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  4. 4
    Local Methods with Adaptivity via Scaling

    Local Methods with Adaptivity via Scaling by Chezhegov, Savelii, Skorik, Sergey, Khachaturov, Nikolas, Shalagin, Danil, Avetisyan, Aram, Takáč, Martin, Kholodov, Yaroslav, Beznosikov, Aleksandr

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  5. 5
    On Decentralized Nonsmooth Optimization

    On Decentralized Nonsmooth Optimization by Chezhegov, Savelii, Rogozin, Alexander, Gasnikov, Alexander

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  6. 6
    Gradient Clipping Improves AdaGrad when the Noise Is Heavy-Tailed

    Gradient Clipping Improves AdaGrad when the Noise Is Heavy-Tailed by Chezhegov, Savelii, Klyukin, Yaroslav, Semenov, Andrei, Beznosikov, Aleksandr, Gasnikov, Alexander, Horváth, Samuel, Takáč, Martin, Gorbunov, Eduard

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  7. 7
    Decentralized Finite-Sum Optimization over Time-Varying Networks

    Decentralized Finite-Sum Optimization over Time-Varying Networks by Metelev, Dmitry, Chezhegov, Savelii, Rogozin, Alexander, Beznosikov, Aleksandr, Sholokhov, Alexander, Gasnikov, Alexander, Kovalev, Dmitry

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  8. 8
    A General Framework for Distributed Partitioned Optimization

    A General Framework for Distributed Partitioned Optimization by Chezhegov, Savelii, Novitskii, Anton, Rogozin, Alexander, Parsegov, Sergei, Dvurechensky, Pavel, Gasnikov, Alexander

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