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I

Ivan Oseledets

skolkovo institute of science and technology

40H-index
478Paper Count
1.1WCitation Count
Published Papers 67
Publication Date
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Low-rank surrogate modeling and stochastic zero-order optimization for training of neural networks with black-box layers
errNeurocomputing
IF6.5
err2026-04-30
err0
PREAI
errAndrei Chertkov; Artem Basharin; Mikhail Saygin; Evgeny Frolov; Stanislav Straupe; Ivan Oseledets
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Sinc Kolmogorov-Arnold network and its application for solving PDEs with singularities
errNeural Networks
IF6.3
err2026-04-24
err0
PREAI
errTianchi Yu; Jingwei Qiu; Jiang Yang; Ivan Oseledets
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Data Foundations for Medical AI: Provenance, Reliability and Limitations of Russian Clinical NLP Resources
errInformatics-Basel
IF2.8
err2026-03-20
err0
errOAAI
errLitvinov, Arsenii; Malishevskii, Lev; Karpulevich, Evgeny; Bespalov, Iaroslav; Nedumov, Yaroslav; Zhdanov, Sergey; Oseledets, Ivan; Shlyakhto, Evgeniy; Avetisyan, Arutyun
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T-MLA: A targeted multiscale log-exponential attack framework for neural image compression
errInformation Sciences
IF6.8
err2026-01-01
err0
PREAI
errKalmykov, Nikolay I.; Dibo, Razan; Shen, Kaiyu; Xu, Zhonghan; Phan, Anh-Huy; Liu, Yipeng; Oseledets, Ivan
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Quantum annealing for inverse kinematics in robotics
errScientific Reports
IF3.9
err2025-12-31
err0
errOAAI
errHadi Salloum; Sergei Savin; Yaroslav Kholodov; Gleb Ryzhakov; Mirko Farina; Ivan Oseledets
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errSave
TERM Model: Tensor Ring Mixture Model for Density Estimation
errIEEE Transactions on Big Data
IF5.7
err2025-12-24
err0
PREAI
errRuituo Wu; Jiani Liu; Bing Li; Anh-Huy Phan; Ivan V. Oseledets; Ce Zhu; Yipeng Liu
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Eyes of the Future: Decoding the World Through Machine Vision
errTechnologies 2025, Vol. 13, Page 507
IF3.6
err2025-11-07
err0
errOAAI
errSvetlana N. Khonina; Nikolay L. Kazanskiy; Ivan V. Oseledets; Roman M. Khabibullin; Artem V. Nikonorov
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Robust GAN inversion
errOPTIMIZATION METHODS & SOFTWARE
IF1.4
err2025-11-01
err0
PREAI
errSevriugov, Egor; Oseledets, Ivan
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errSave
Tensor Network Modeling of Electronic Structure of Semiconductor Nanoparticles and Sensory Effect of Layers Based on Them
errMATHEMATICS
IF2.2
err2025-10-15
err1
PREAI
errPosvyanskii, Vladimir S.; Bodneva, Valeria L.; Chertkov, Andrei V.; Kurmangaleev, Kairat S.; Ikim, Maria I.; Novozhilov, Vasily B.; Oseledets, Ivan V.; Trakhtenberg, Leonid I.
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Spectral informed neural networks
errJournal of Computational and Applied Mathematics
IF2.6
err2025-10-01
err0
PREAI
errYu, Tianchi; Qi, Yiming; Oseledets, Ivan; Chen, Shiyi
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Data-driven optimal prediction with control
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2025-04-01
err0
PREAI
errKatrutsa, Aleksandr; Oseledets, Ivan; Utyuzhnikov, Sergey
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errSave
Fast gradient-free activation maximization for neurons in spiking neural networks
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
errOAAI
errPospelov, Nikita; Chertkov, Andrei; Beketov, Maxim; Oseledets, Ivan; Anokhin, Konstantin
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Maximizing dataset variability in agricultural surveys with spatial sampling based on MaxVol matrix approximation
errPRECISION AGRICULTURE
IF6.6
err2024-12-13
err0
PREAI
errPetrovskaia, Anna; Gasanov, Mikhail; Nikitin, Artyom; Tregubova, Polina; Oseledets, Ivan
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errSave
Federated privacy-preserving collaborative filtering for on-device next app prediction
errUSER MODELING AND USER-ADAPTED INTERACTION
IF3.5
err2024-03-28
err0
PREAI
errSaiapin, Albert; Balitskiy, Gleb; Bershatsky, Daniel; Katrutsa, Aleksandr; Frolov, Evgeny; Frolov, Alexey; Oseledets, Ivan; Kharin, Vitaliy
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errSave
Multiparticle Kalman filter for object localization in symmetric environments
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-03-01
err0
errOAAI
errKorkin, Roman; Oseledets, Ivan; Katrutsa, Aleksandr
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errSave
Randomized Algorithms for Computation of Tucker Decomposition and Higher Order SVD (HOSVD) (vol 9, pg 28684, 2021)
errIEEE ACCESS
IF3.6
err2024-01-01
err0
errOAAI
errAhmadi-Asl, Salman; Abukhovich, Stanislav; Asante-Mensah, Maame G.; Cichocki, Andrzej; Phan, Anh Huy; Tanaka, Tohishisa; Oseledets, Ivan
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errSave
Fast cross tensor approximation for image and video completion
errSIGNAL PROCESSING
IF3.6
err2023-12-01
err6
PREAI
errAhmadi-Asl, Salman; Asante-Mensah, Maame Gyamfua; Cichocki, Andrzej; Phan, Anh Huy; Oseledets, Ivan; Wang, Jun
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errSave
BLACK BOX APPROXIMATION IN THE TENSOR TRAIN FORMAT INITIALIZED BY ANOVA DECOMPOSITION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-08-11
err3
errOAAI
errChertkov, Andrei; Ryzhakov, Gleb; Oseledets, Ivan
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An event-triggered iteratively reweighted convex optimization approach to multi-period portfolio selection
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2023-04-01
err4
PREAI
errSkomorokhov, Filipp; Wang, Jun; Ovchinnikov, George; Burnaev, Evgeny; Oseledets, Ivan
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errSave
Extension of Dynamic Mode Decomposition for dynamic systems with incomplete information based on t-model of optimal prediction
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-03-01
err1
errOAAI
errKatrutsa, Aleksandr; Utyuzhnikov, Sergey; Oseledets, Ivan
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Research Directions

No research directions
Co-authors
Cooperation Journals
A
Andrzej Cichocki
H-index: 106 · Papers: 1.2K
陈
陈时熠 (Shiyi Chen)
H-index: 88 · Papers: 1.1K
F
Frank Verstraete
H-index: 86 · Papers: 335
D
Danilo P. Mandic
H-index: 77 · Papers: 929
S
Svetlana N. Khonina
H-index: 65 · Papers: 714
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