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Alexey Frolov
Principal Researcher, Applied AI Institute
Joined
May 2023
Names
Alexey Frolov
(Preferred)
,
Alexey A Frolov
,
Alexey A. Frolov
Emails
****@skoltech.ru
(Confirmed)
,
****@applied-ai.ru
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Career & Education History
Principal Researcher
Applied AI Institute
(applied-ai.ru)
2025
–
Present
Full Professor
Skolkovo Institute of Science and Technology
(skolkovotech.ru)
2022
–
2025
Associate Professor
Skolkovo Institute of Science and Technology
(skolkovotech.ru)
2019
–
2022
Assistant Professor
Skolkovo Institute of Science and Technology
(skolkovotech.ru)
2017
–
2019
Researcher
Institute for Information Transmission Problems
(iitp.ru)
2012
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Victor Zyablov
Present
Coauthor
Yuri Polyanskiy
Present
Coauthor
Dmitry Yarotsky
Present
Coauthor
Alexender Barg
Present
Coauthor
Ivan Oseledets
Present
Expertise
information theory
Present
information bottleneck
Present
differential privacy
Present
federated learning
Present
error-correcting codes
Present
Publications
FMMI: Flow Matching Mutual Information Estimation
Ivan Butakov
,
Alexander Semenenko
,
Valeriia Kirova
,
Ivan Oseledets
,
Alexey Frolov
ICLR 2026 DeLTa Workshop Poster
Readers:
Everyone
Information-Theoretic Unsupervised Embedding Quality Evaluation
Mikhail Kuznetsov
,
Ivan Butakov
,
Marina Munkhoeva
,
Alexey Frolov
,
Ivan Oseledets
ICLR 2026 Re-Align Workshop
Readers:
Everyone
InfoMax-based Resampling for Dataset Balance and Diversity
Marina Munkhoeva
,
Alexander Semenenko
,
Ivan Butakov
,
Alexey Frolov
,
Ivan Oseledets
Submitted to ICLR 2026
Readers:
Everyone
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
Alexander Semenenko
,
Ivan Butakov
,
Ivan Oseledets
,
Alexey Frolov
ICLR 2026 Poster
Readers:
Everyone
Curse of Slicing: Why Sliced Mutual Information is a Deceptive Measure of Statistical Dependence
Alexander Semenenko
,
Ivan Butakov
,
Alexey Frolov
,
Ivan Oseledets
Submitted to NeurIPS 2025
Readers:
Everyone
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax
Ivan Butakov
,
Alexander Semenenko
,
Alexander Tolmachev
,
Andrey Gladkov
,
Marina Munkhoeva
,
Alexey Frolov
ICLR 2025 Poster
Readers:
Everyone
Mutual Information Estimation via Normalizing Flows
Ivan Butakov
,
Alexander Tolmachev
,
Sofia Malanchuk
,
Anna Neopryatnaya
,
Alexey Frolov
NeurIPS 2024 poster
Readers:
Everyone
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression
Ivan Butakov
,
Alexander Tolmachev
,
Sofia Malanchuk
,
Anna Neopryatnaya
,
Alexey Frolov
,
Kirill Andreev
ICLR 2024 poster
Readers:
Everyone
High-Dimensional Dataset Entropy Estimation via Lossy Compression
Ivan Butakov
,
Sofia Malanchuk
,
Anna Neopryatnaya
,
Alexander Tolmachev
,
Kirill Andreev
,
Stanislav Kruglik
,
Evgeny Marshakov
,
Alexey Frolov
16 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction
Albert Sayapin
,
Gleb Balitskiy
,
Daniel Bershatsky
,
Aleksandr Katrutsa
,
Evgeny Frolov
,
Alexey A. Frolov
,
Ivan V. Oseledets
,
Vitaliy Kharin
2023 (modified: 17 Apr 2023)
CoRR 2023
Readers:
Everyone
View all 77 publications
Co-Authors
Albert Sayapin
Aleksandr Katrutsa
Alexander Barg
Alexander Semenenko
Alexander Tolmachev
Andrea Munari
Andrei Dzis
Andrey Gladkov
Andrey Ivanov
Andrey M. Turlikov
Anna Neopryatnaya
Anton Glebov
Antonia Wachter-Zeh
Artem Burkov
Daniel Bershatsky
Daria Ustinova
Dmitry Artemasov
Dmitry S. Osipov
Dmitry Yarotsky
Evgeny Frolov
Evgeny Marshakov
German Svistunov
Gleb Balitskiy
Itzhak Tamo
Ivan Butakov
View all 52 co-authors