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Andrei Chertkov
Andrei Chertkov
Подтвержден адрес электронной почты в домене skoltech.ru
Название
Процитировано
Процитировано
Год
Understanding ddpm latent codes through optimal transport
V Khrulkov, G Ryzhakov, A Chertkov, I Oseledets
arXiv preprint arXiv:2202.07477, 2022
362022
TTOpt: A maximum volume quantized tensor train-based optimization and its application to reinforcement learning
K Sozykin, A Chertkov, R Schutski, AH Phan, AS Cichocki, I Oseledets
Advances in Neural Information Processing Systems 35, 26052-26065, 2022
222022
Solution of the Fokker–Planck equation by cross approximation method in the tensor train format
A Chertkov, I Oseledets
Frontiers in Artificial Intelligence 4, 668215, 2021
162021
Optimization of functions given in the tensor train format
A Chertkov, G Ryzhakov, G Novikov, I Oseledets
arXiv preprint arXiv:2209.14808, 2022
92022
Robust discretization in quantized tensor train format for elliptic problems in two dimensions
AV Chertkov, IV Oseledets, MV Rakhuba
arXiv preprint arXiv:1612.01166, 2016
82016
Black box approximation in the tensor train format initialized by ANOVA decomposition
A Chertkov, G Ryzhakov, I Oseledets
SIAM Journal on Scientific Computing 45 (4), A2101-A2118, 2023
72023
Overview of visualization methods for artificial neural networks
SA Matveev, IV Oseledets, ES Ponomarev, AV Chertkov
Computational Mathematics and Mathematical Physics 61 (5), 887-899, 2021
72021
Black-box solver for multiscale modelling using the QTT format
IV Oseledets, MV Rakhuba, AV Chertkov
Proc. ECCOMAS. Crete Island, Greece, 2016
72016
Are quantum computers practical yet? a case for feature selection in recommender systems using tensor networks
A Nikitin, A Chertkov, R Ballester-Ripoll, I Oseledets, E Frolov
arXiv preprint arXiv:2205.04490, 2022
62022
PROTES: probabilistic optimization with tensor sampling
A Batsheva, A Chertkov, G Ryzhakov, I Oseledets
Advances in Neural Information Processing Systems 36, 2024
52024
Метод линеаризованных присоединенных цилиндрических волн для расчета зонной структуры нанотрубок
AV Chertkov, NS Pereslavtseva, OI Dubrovskii, SI Kurganskii
Condensed Matter and Interphases 14 (3), 342-348, 2012
42012
Tensor Extrema Estimation via Sampling: A New Approach for Determining Min/Max Elements
A Chertkov, G Ryzhakov, G Novikov, I Oseledets
Computing in Science & Engineering, 2023
12023
Translate your gibberish: black-box adversarial attack on machine translation systems
A Chertkov, O Tsymboi, M Pautov, I Oseledets
arXiv preprint arXiv:2303.10974, 2023
12023
Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition
G Ryzhakov, A Chertkov, A Basharin, I Oseledets
arXiv preprint arXiv:2402.02890, 2024
2024
Fast gradient-free activation maximization for neurons in spiking neural networks
N Pospelov, A Chertkov, M Beketov, I Oseledets, K Anokhin
arXiv preprint arXiv:2401.10748, 2023
2023
Tensor Train Decomposition for Adversarial Attacks on Computer Vision Models
A Chertkov, I Oseledets
arXiv preprint arXiv:2312.12556, 2023
2023
Обзор методов визуализации искусственных нейронных сетей
СА Матвеев, ИВ Оселедец, ЕС Пономарев, АВ Чертков
Журнал вычислительной математики и математической физики 61 (5), 896-910, 2021
2021
Black-box solver for one dimensional multiscale modelling using the QTT format
IV Oseledets, MV Rakhuba, AV Chertkov
ECCOMAS Congress 2016-Proceedings of the 7th European Congress on …, 2016
2016
Statistical analysis of the Neumann-Pirson detection criterion for random quantities obeying a poisson distribution
MV Kosov, AV Chertkov
Instruments and Experimental Techniques 58, 221-228, 2015
2015
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Статьи 1–19