Aleksandr Beznosikov

Venues

Frequent coauthors

Papers

1. Bant: Byzantine Antidote via Trial Function and Trust Scores
   AAAI 2026 ·

   Gleb Molodtsov

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2. Methods for Optimization Problems with Markovian Stochasticity and Non-Euclidean Geometry
   AAAI 2026 ·

   Vladimir Solodkin

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3. WeightLoRA: Keep Only Necessary Adapters
   ACL 2026 ·

   Andrey Veprikov

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4. Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity
   AAAI 2025 ·

   Dmitry Bylinkin

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5. Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed
   ICML 2025 ·

   Savelii Chezhegov

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6. FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
   ICML 2025 ·

   Philip Zmushko

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7. When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities
   UAI 2025 ·

   Gleb Molodtsov

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8. Ito Diffusion Approximation of Universal Ito Chains for Sampling, Optimization and Boosting
   ICLR 2024 ·

   Aleksei Ustimenko

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9. Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
   ICML 2024 · Aleksandr Beznosikov
10. Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases
    AISTATS 2024 ·

    Ruslan Nazykov

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