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Alexander Gasnikov
Full Professor, AI Institute, Innopolis University
Joined
February 2019
Names
Alexander Gasnikov
(Preferred)
,
Alexander Vladimirovich Gasnikov
Emails
****@yandex.ru
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Full Professor
AI Institute,
Innopolis University
(innopolis.university)
2025
–
Present
Full Professor
Department Mathematical Foundations of Control,
Moscow Institute of Physics and Technology
(mipt.ru)
2024
–
2024
Principal Researcher
Applied AI Center,
Skolkovo Institute of Science and Technology
(skoltech.ru)
2022
–
2024
Associate Professor
Department Mathematical Foundations of Control,
Moscow Institute of Physics and Technology
(mipt.ru)
2005
–
2024
Advisors, Relations & Conflicts
Postdoc Advisor
Yurii Nesterov
2011
–
2022
Expertise
Stochastic optimization
2012
–
Present
Publications
Power of Sign: High Probability Bounds Under $(L_0, L_1)$-smoothness and Heavy-Tailed Noise
Nikita Maksimovich Kornilov
,
Philip Zmushko
,
Andrei Semenov
,
Mark Ikonnikov
,
Alexander Gasnikov
,
Aleksandr Beznosikov
Submitted to ICLR 2026
Readers:
Everyone
KompeteAI: Accelerated Autonomous Multi-Agent System for End-to-End Pipeline Generation for Machine Learning Problems
Stepan Kulibaba
,
Artem Dzhalilov
,
Roman Pakhomov
,
Oleg Svidchenko
,
Alexander Gasnikov
,
Aleksei Shpilman
Submitted to ICLR 2026
Readers:
Everyone
Generalized Smoothness in Stochastic Convex Optimization: First- and Zero-Order Methods
Aleksandr Lobanov
,
Alexander Gasnikov
Submitted to ICLR 2026
Readers:
Everyone
Exponential Objective Decrease in Convex Setup is Possible! Gradient Descent Method Variants under $(L_0,L_1)$-Smoothness
Aleksandr Lobanov
,
Alexander Gasnikov
,
Eduard Gorbunov
,
Martin Takáč
Submitted to ICLR 2026
Readers:
Everyone
Synthetic Proofs with Tool-Integrated Reasoning: Contrastive Alignment for LLM Mathematics with Lean
Mark Obozov
,
Michael Diskin
,
Aleksandr Beznosikov
,
Alexander Gasnikov
,
Serguei Barannikov
OpenReview Archive Direct Upload
Readers:
Everyone
Simple Stepsizes for Quasi-Newton Methods with Global Convergence Guarantees
Artem Agafonov
,
Vladislav Ryspayev
,
Samuel Horváth
,
Alexander Gasnikov
,
Martin Takáč
,
Slavomir Hanzely
Submitted to ICLR 2026
Readers:
Everyone
Gradient-Free Approaches is a Key to an Efficient Interaction with Markovian Stochasticity
Boris Prokhorov
,
Semyon Chebykin
,
Alexander Gasnikov
,
Aleksandr Beznosikov
Submitted to NeurIPS 2025
Readers:
Everyone
An Optimal Algorithm for Strongly Convex Min-Min Optimization
Dmitry Kovalev
,
Alexander Gasnikov
,
Grigory Malinovsky
UAI 2025 Poster
Readers:
Everyone
On Linear Convergence in Smooth Convex-Concave Bilinearly-Coupled Saddle-Point Optimization: Lower Bounds and Optimal Algorithms
Ekaterina Borodich
,
Alexander Gasnikov
,
Dmitry Kovalev
ICML 2025 poster
Readers:
Everyone
Sign Operator for Coping with Heavy-Tailed Noise: High Probability Convergence Bounds with Extensions to Distributed Optimization and Comparison Oracle
Nikita Maksimovich Kornilov
,
Philip Zmushko
,
Andrei Semenov
,
Alexander Gasnikov
,
Aleksandr Beznosikov
Submitted to ICML 2025
Readers:
Everyone
View all 62 publications
Co-Authors
Abdurakhmon Sadiev
Aibek Alanov
Aleksandr Beznosikov
Aleksandr Lobanov
Aleksei Shpilman
Aleksey Tikhonov
Alexander Grigorievskiy
Alexander Korotin
Alexander Rogozin
Alexander Shestakov
Alexander Sholokhov
Alexander V. Nazin
Alexey Kroshnin
Alexey Naumov
Ali Kavis
Anastasia Koloskova
Andrei M. Raigorodskii
Andrei Semenov
Andrey Krasnov
Andrey Savchenko
Angelia Nedich
Anton Vakhrushev
Artem Agafonov
Artem Dzhalilov
Boris Prokhorov
View all 102 co-authors