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Aleksandr Beznosikov

10 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

AAAI ×3ICML ×3ACL ×1AISTATS ×1ICLR ×1UAI ×1

Frequent coauthors

Martin Takác
×3
Vladimir Solodkin
×3
Gleb Molodtsov
×2
Daniil Medyakov
×2
Andrey Veprikov
×2
Alexander V. Gasnikov
×2
Samuel Horváth
×2
Gauthier Gidel
×2
Sergey Skorik
×1
Nikolas Khachaturov
×1
Shahane Tigranyan
×1
Vladimir Aletov
×1

Papers

  1. Bant: Byzantine Antidote via Trial Function and Trust Scores
    AAAI 2026 ·
    Gleb Molodtsov
    ,
    Daniil Medyakov
    ,
    Sergey Skorik
    ,
    Nikolas Khachaturov
    ,
    Shahane Tigranyan
    ,
    Vladimir Aletov
    ,
    Aram Avetisyan
    ,
    Martin Takác
    , Aleksandr Beznosikov
  2. Methods for Optimization Problems with Markovian Stochasticity and Non-Euclidean Geometry
    AAAI 2026 ·
    Vladimir Solodkin
    ,
    Andrey Veprikov
    ,
    Alexander Chernyavskiy
    , Aleksandr Beznosikov
  3. WeightLoRA: Keep Only Necessary Adapters
    ACL 2026 ·
    Andrey Veprikov
    ,
    Vladimir Solodkin
    ,
    Alexander Zyl
    ,
    Andrey V. Savchenko
    , Aleksandr Beznosikov
  4. Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity
    AAAI 2025 ·
    Dmitry Bylinkin
    , Aleksandr Beznosikov
  5. Clipping Improves Adam-Norm and AdaGrad-Norm when the Noise Is Heavy-Tailed
    ICML 2025 ·
    Savelii Chezhegov
    ,
    Yaroslav Klyukin
    ,
    Andrei Semenov
    , Aleksandr Beznosikov,
    Alexander V. Gasnikov
    ,
    Samuel Horváth
    ,
    Martin Takác
    ,
    Eduard Gorbunov
  6. FRUGAL: Memory-Efficient Optimization by Reducing State Overhead for Scalable Training
    ICML 2025 ·
    Philip Zmushko
    , Aleksandr Beznosikov,
    Martin Takác
    ,
    Samuel Horváth
  7. When Extragradient Meets PAGE: Bridging Two Giants to Boost Variational Inequalities
    UAI 2025 ·
    Gleb Molodtsov
    ,
    Valery Parfenov
    ,
    Egor Petrov
    ,
    Grigoriy Evseev
    ,
    Daniil Medyakov
    , Aleksandr Beznosikov
  8. Ito Diffusion Approximation of Universal Ito Chains for Sampling, Optimization and Boosting
    ICLR 2024 ·
    Aleksei Ustimenko
    , Aleksandr Beznosikov
  9. Sarah Frank-Wolfe: Methods for Constrained Optimization with Best Rates and Practical Features
    ICML 2024 · Aleksandr Beznosikov,
    David Dobre
    ,
    Gauthier Gidel
  10. Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases
    AISTATS 2024 ·
    Ruslan Nazykov
    ,
    Aleksandr Shestakov
    ,
    Vladimir Solodkin
    , Aleksandr Beznosikov,
    Gauthier Gidel
    ,
    Alexander V. Gasnikov