Breaking the Curse of Dimensionality, Or How to Use SVD in Many Dimensions
Oseledets, I. V., Tyrtyshnikov, E. E.
Published in SIAM journal on scientific computing (01.01.2009)
Published in SIAM journal on scientific computing (01.01.2009)
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Journal Article
Low-rank retractions: a survey and new results
Absil, P.-A., Oseledets, I. V.
Published in Computational optimization and applications (01.09.2015)
Published in Computational optimization and applications (01.09.2015)
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Journal Article
The Propagation of a Chain Isothermal Flame in a Random Medium
Medvedev, S. N., Oseledets, V. I., Posvyanskii, V. S.
Published in Journal of experimental and theoretical physics (01.03.2021)
Published in Journal of experimental and theoretical physics (01.03.2021)
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Journal Article
Using Reinforcement Learning in the Algorithmic Trading Problem
Ponomarev, E. S., Oseledets, I. V., Cichocki, A. S.
Published in Journal of communications technology & electronics (01.12.2019)
Published in Journal of communications technology & electronics (01.12.2019)
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Journal Article
Iterative representing set selection for nested cross approximation
Mikhalev, A. Yu, Oseledets, I. V.
Published in Numerical linear algebra with applications (01.03.2016)
Published in Numerical linear algebra with applications (01.03.2016)
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Journal Article
Structuring Data with Block Term Decomposition: Decomposition of Joint Tensors and Variational Block Term Decomposition as a Parametrized Mixture Distribution Model
Oseledets, I. V., Kharyuk, P. V.
Published in Computational mathematics and mathematical physics (01.05.2021)
Published in Computational mathematics and mathematical physics (01.05.2021)
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Journal Article
Tucker Dimensionality Reduction of Three-Dimensional Arrays in Linear Time
Oseledets, I. V., Savostianov, D. V., Tyrtyshnikov, E. E.
Published in SIAM journal on matrix analysis and applications (01.01.2008)
Published in SIAM journal on matrix analysis and applications (01.01.2008)
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Journal Article
eco2AI: Carbon Emissions Tracking of Machine Learning Models as the First Step Towards Sustainable AI
Budennyy, S. A., Lazarev, V. D., Zakharenko, N. N., Korovin, A. N., Plosskaya, O. A., Dimitrov, D. V., Akhripkin, V. S., Pavlov, I. V., Oseledets, I. V., Barsola, I. S., Egorov, I. V., Kosterina, A. A., Zhukov, L. E.
Published in Doklady. Mathematics (01.12.2022)
Published in Doklady. Mathematics (01.12.2022)
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Journal Article
Empirical Study of Extreme Overfitting Points of Neural Networks
Merkulov, D. M., Oseledets, I. V.
Published in Journal of communications technology & electronics (01.12.2019)
Published in Journal of communications technology & electronics (01.12.2019)
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Journal Article
Convergence analysis of projected fixed‐point iteration on a low‐rank matrix manifold
Kolesnikov, D. A., Oseledets, I. V.
Published in Numerical linear algebra with applications (01.10.2018)
Published in Numerical linear algebra with applications (01.10.2018)
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Journal Article
TT-QI: Faster Value Iteration in Tensor Train Format for Stochastic Optimal Control
Boyko, A. I., Oseledets, I. V., Ferrer, G.
Published in Computational mathematics and mathematical physics (01.05.2021)
Published in Computational mathematics and mathematical physics (01.05.2021)
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Journal Article
New Applications of Matrix Methods
Zamarashkin, N. L., Oseledets, I. V., Tyrtyshnikov, E. E.
Published in Computational mathematics and mathematical physics (01.05.2021)
Published in Computational mathematics and mathematical physics (01.05.2021)
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Journal Article
Quantum Markov States and Quantum Hidden Markov States
Bezhaeva, Z. I., Oseledets, V. I.
Published in Journal of mathematical sciences (New York, N.Y.) (01.08.2019)
Published in Journal of mathematical sciences (New York, N.Y.) (01.08.2019)
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Journal Article