Grigory Malinovsky

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

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Venues

NeurIPS ×3 ICLR ×2 AAAI ×1 UAI ×1

Frequent coauthors

Peter Richtárik

×6

Eduard Gorbunov

×3

Yury Demidovich

×2

Samuel Horváth

×2

Dmitry Kovalev

×1

Alexander V. Gasnikov

×1

Egor Shulgin

×1

Petr Ostroukhov

×1

Martin Takác

×1

Abdurakhmon Sadiev

×1

Igor Sokolov

×1

Ahmed Khaled

×1

Papers

An Optimal Algorithm for Strongly Convex Min-Min Optimization
UAI 2025 ·
Dmitry Kovalev
,
Alexander V. Gasnikov
, Grigory Malinovsky
MAST: model-agnostic sparsified training
ICLR 2025 ·
Yury Demidovich
, Grigory Malinovsky,
Egor Shulgin
,
Peter Richtárik
Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
ICLR 2025 ·
Yury Demidovich
,
Petr Ostroukhov
, Grigory Malinovsky,
Samuel Horváth
,
Martin Takác
,
Peter Richtárik
,
Eduard Gorbunov
Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences
NeurIPS 2024 · Grigory Malinovsky,
Peter Richtárik
,
Samuel Horváth
,
Eduard Gorbunov
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences
NeurIPS 2024 ·
Abdurakhmon Sadiev
, Grigory Malinovsky,
Eduard Gorbunov
,
Igor Sokolov
,
Ahmed Khaled
,
Konstantin Burlachenko
,
Peter Richtárik
MicroAdam: Accurate Adaptive Optimization with Low Space Overhead and Provable Convergence
NeurIPS 2024 ·
Ionut-Vlad Modoranu
,
Mher Safaryan
, Grigory Malinovsky,
Eldar Kurtic
,
Thomas Robert
,
Peter Richtárik
,
Dan Alistarh
Minibatch Stochastic Three Points Method for Unconstrained Smooth Minimization
AAAI 2024 ·
Soumia Boucherouite
, Grigory Malinovsky,
Peter Richtárik
,
El Houcine Bergou