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Grigory Malinovsky

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3ICLR ×2AAAI ×1UAI ×1

Frequent coauthors

Yury Demidovich
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Dmitry Kovalev
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Abdurakhmon Sadiev
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Ionut-Vlad Modoranu
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Soumia Boucherouite
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Papers

  1. An Optimal Algorithm for Strongly Convex Min-Min Optimization
    UAI 2025 ·
    Dmitry Kovalev
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  2. MAST: model-agnostic sparsified training
    ICLR 2025 ·
    Yury Demidovich
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  3. Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
    ICLR 2025 ·
    Yury Demidovich
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  4. Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
    NeurIPS 2024 · Grigory Malinovsky
  5. Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
    NeurIPS 2024 ·
    Abdurakhmon Sadiev
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  6. MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
    NeurIPS 2024 ·
    Ionut-Vlad Modoranu
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  7. Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization
    AAAI 2024 ·
    Soumia Boucherouite
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