Search Results - Ilyas Fatkhullin

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  1. 1
    Optimizing Static Linear Feedback: Gradient Method

    Optimizing Static Linear Feedback: Gradient Method by Fatkhullin, Ilyas, Polyak, Boris

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  2. 2
    Taming Nonconvex Stochastic Mirror Descent with General Bregman Divergence

    Taming Nonconvex Stochastic Mirror Descent with General Bregman Divergence by Ilyas Fatkhullin, He, Niao

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  3. 3
    Stochastic Optimization under Hidden Convexity

    Stochastic Optimization under Hidden Convexity by Ilyas Fatkhullin, He, Niao, Hu, Yifan

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  4. 4
    From Gradient Clipping to Normalization for Heavy Tailed SGD

    From Gradient Clipping to Normalization for Heavy Tailed SGD by Hübler, Florian, Ilyas Fatkhullin, He, Niao

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  5. 5
    Optimizing Static Linear Feedback: Gradient Method

    Optimizing Static Linear Feedback: Gradient Method by Ilyas Fatkhullin, Polyak, Boris

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  6. 6
    Momentum Provably Improves Error Feedback

    Momentum Provably Improves Error Feedback by Ilyas Fatkhullin, Tyurin, Alexander, Richtárik, Peter

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  7. 7
    Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space

    Reinforcement Learning with General Utilities: Simpler Variance Reduction and Large State-Action Space by Barakat, Anas, Ilyas Fatkhullin, He, Niao

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  8. 8
    Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies

    Stochastic Policy Gradient Methods: Improved Sample Complexity for Fisher-non-degenerate Policies by Ilyas Fatkhullin, Barakat, Anas, Kireeva, Anastasia, He, Niao

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  9. 9
    Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence

    Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence by Wu, Jiduan, Barakat, Anas, Ilyas Fatkhullin, He, Niao

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  10. 10
    Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods

    Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods by Yang, Junchi, Li, Xiang, Ilyas Fatkhullin, He, Niao

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  11. 11
    EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback

    EF21: A New, Simpler, Theoretically Better, and Practically Faster Error Feedback by Richtárik, Peter, Sokolov, Igor, Ilyas Fatkhullin

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  12. 12
    Sharp Analysis of Stochastic Optimization under Global Kurdyka-Łojasiewicz Inequality

    Sharp Analysis of Stochastic Optimization under Global Kurdyka-Łojasiewicz Inequality by Ilyas Fatkhullin, Etesami, Jalal, He, Niao, Kiyavash, Negar

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  13. 13
    EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback

    EF21 with Bells & Whistles: Practical Algorithmic Extensions of Modern Error Feedback by Ilyas Fatkhullin, Sokolov, Igor, Gorbunov, Eduard, Li, Zhize, Richtárik, Peter

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  14. 14
    3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation

    3PC: Three Point Compressors for Communication-Efficient Distributed Training and a Better Theory for Lazy Aggregation by Richtárik, Peter, Sokolov, Igor, Ilyas Fatkhullin, Elnur Gasanov, Li, Zhize, Gorbunov, Eduard

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