Search Results - Koloskova, Anastasia

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  1. 1
    Decentralized gradient tracking with local steps

    Decentralized gradient tracking with local steps by Liu, Yue, Lin, Tao, Koloskova, Anastasia, Stich, Sebastian U.

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  2. 2
    Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees

    Revisiting Gradient Clipping: Stochastic bias and tight convergence guarantees by Koloskova, Anastasia, Hendrikx, Hadrien, Stich, Sebastian U

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  3. 3
    Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization

    Asynchronous SGD on Graphs: a Unified Framework for Asynchronous Decentralized and Federated Optimization by Even, Mathieu, Koloskova, Anastasia, Massoulié, Laurent

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  4. 4
    Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning

    Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning by Koloskova, Anastasia, Stich, Sebastian U, Jaggi, Martin

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  5. 5
    On Convergence of Incremental Gradient for Non-Convex Smooth Functions

    On Convergence of Incremental Gradient for Non-Convex Smooth Functions by Koloskova, Anastasia, Doikov, Nikita, Stich, Sebastian U, Jaggi, Martin

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  6. 6
    An Improved Analysis of Gradient Tracking for Decentralized Machine Learning

    An Improved Analysis of Gradient Tracking for Decentralized Machine Learning by Koloskova, Anastasia, Lin, Tao, Stich, Sebastian U

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  7. 7
    Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy

    Gradient Descent with Linearly Correlated Noise: Theory and Applications to Differential Privacy by Koloskova, Anastasia, McKenna, Ryan, Zachary, Charles, Rush, Keith, McMahan, Brendan

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  8. 8
    Decentralized Gradient Tracking with Local Steps

    Decentralized Gradient Tracking with Local Steps by Liu, Yue, Lin, Tao, Koloskova, Anastasia, Stich, Sebastian U

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  9. 9
    The Privacy Power of Correlated Noise in Decentralized Learning

    The Privacy Power of Correlated Noise in Decentralized Learning by Youssef Allouah, Koloskova, Anastasia, Aymane El Firdoussi, Jaggi, Martin, Guerraoui, Rachid

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  10. 10
    Data-heterogeneity-aware Mixing for Decentralized Learning

    Data-heterogeneity-aware Mixing for Decentralized Learning by Dandi, Yatin, Koloskova, Anastasia, Jaggi, Martin, Stich, Sebastian U

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  11. 11
    Decentralized Local Stochastic Extra-Gradient for Variational Inequalities

    Decentralized Local Stochastic Extra-Gradient for Variational Inequalities by Beznosikov, Aleksandr, Dvurechensky, Pavel, Koloskova, Anastasia, Samokhin, Valentin, Stich, Sebastian U, Gasnikov, Alexander

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  12. 12
    Decentralized Deep Learning with Arbitrary Communication Compression

    Decentralized Deep Learning with Arbitrary Communication Compression by Koloskova, Anastasia, Lin, Tao, Stich, Sebastian U, Jaggi, Martin

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  13. 13
    Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication

    Decentralized Stochastic Optimization and Gossip Algorithms with Compressed Communication by Koloskova, Anastasia, Stich, Sebastian U, Jaggi, Martin

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  14. 14
    RelaySum for Decentralized Deep Learning on Heterogeneous Data

    RelaySum for Decentralized Deep Learning on Heterogeneous Data by Vogels, Thijs, He, Lie, Koloskova, Anastasia, Lin, Tao, Sai Praneeth Karimireddy, Stich, Sebastian U, Jaggi, Martin

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  15. 15
    Consensus Control for Decentralized Deep Learning

    Consensus Control for Decentralized Deep Learning by Kong, Lingjing, Lin, Tao, Koloskova, Anastasia, Jaggi, Martin, Stich, Sebastian U

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  16. 16
    A Unified Theory of Decentralized SGD with Changing Topology and Local Updates

    A Unified Theory of Decentralized SGD with Changing Topology and Local Updates by Koloskova, Anastasia, Loizou, Nicolas, Sadra Boreiri, Jaggi, Martin, Stich, Sebastian U

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  17. 17
    A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free

    A Linearly Convergent Algorithm for Decentralized Optimization: Sending Less Bits for Free by Kovalev, Dmitry, Koloskova, Anastasia, Jaggi, Martin, Richtarik, Peter, Stich, Sebastian U

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  18. 18
    Efficient Greedy Coordinate Descent for Composite Problems

    Efficient Greedy Coordinate Descent for Composite Problems by Sai Praneeth Karimireddy, Koloskova, Anastasia, Stich, Sebastian U, Jaggi, Martin

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  19. 19
    Silencing of SARS‐CoV‐2 with modified siRNA‐peptide dendrimer formulation

    Silencing of SARS‐CoV‐2 with modified siRNA‐peptide dendrimer formulation by Khaitov, Musa, Nikonova, Alexandra, Shilovskiy, Igor, Kozhikhova, Ksenia, Kofiadi, Ilya, Vishnyakova, Lyudmila, Nikolskii, Alexander, Gattinger, Pia, Kovchina, Valeria, Barvinskaia, Ekaterina, Yumashev, Kirill, Smirnov, Valeriy, Maerle, Artem, Kozlov, Ivan, Shatilov, Artem, Timofeeva, Anastasiia, Andreev, Sergey, Koloskova, Olesya, Kuznetsova, Nadezhda, Vasina, Daria, Nikiforova, Maria, Rybalkin, Sergei, Sergeev, Ilya, Trofimov, Dmitriy, Martynov, Alexander, Berzin, Igor, Gushchin, Vladimir, Kovalchuk, Aleksey, Borisevich, Sergei, Valenta, Rudolf, Khaitov, Rakhim, Skvortsova, Veronica

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  20. 20
    Liver-targeted delivery of nucleic acid by liposomes modified with a glycoconjugate

    Liver-targeted delivery of nucleic acid by liposomes modified with a glycoconjugate by Koloskova, Olesya O., Nosova, Anastasia S., Shchelik, Inga S., Shilovskiy, Igor P., Sebyakin, Yurii L., Khaitov, Musa R.

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