Andrei Chertkov

21 papers A* 3Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Global Optimization of Atomic Clusters via Physically-Constrained Tensor Train Decomposition. CoRR Konstantin Sozykin, Nikita Rybin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Alexander V. Shapeev, Ivan Novikov, Gleb V. Ryzhakov
2025	J	`jnl`	Fast gradient-free activation maximization for neurons in spiking neural networks. Neurocomputing Nikita Pospelov, Andrei Chertkov, Maxim Beketov, Ivan V. Oseledets, Konstantin Anokhin
2025	J	`jnl`	High-dimensional Optimization with Low Rank Tensor Sampling and Local Search. CoRR Konstantin Sozykin, Andrei Chertkov, Anh Huy Phan, Ivan V. Oseledets, Gleb V. Ryzhakov
2025	J	`jnl`	Low-rank surrogate modeling and stochastic zero-order optimization for training of neural networks with black-box layers. CoRR Andrei Chertkov, Artem Basharin, Mikhail Saygin, Evgeny Frolov, Stanislav Straupe, Ivan V. Oseledets
2024	J	`jnl`	Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition. CoRR Gleb V. Ryzhakov, Andrei Chertkov, Artem Basharin, Ivan V. Oseledets
2024	J	`jnl`	Fast gradient-free activation maximization for neurons in spiking neural networks. CoRR Nikita Pospelov, Andrei Chertkov, Maxim Beketov, Ivan V. Oseledets, Konstantin Anokhin
2024	J	`jnl`	Faster Language Models with Better Multi-Token Prediction Using Tensor Decomposition. CoRR Artem Basharin, Andrei Chertkov, Ivan V. Oseledets
2023	J	`jnl`	Black Box Approximation in the Tensor Train Format Initialized by ANOVA Decomposition. SIAM J. Sci. Comput. Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets
2023	A*	`conf`	PROTES: Probabilistic Optimization with Tensor Sampling. NeurIPS Anastasia Batsheva, Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets
2023	J	`jnl`	PROTES: Probabilistic Optimization with Tensor Sampling. CoRR Anastasia Batsheva, Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets
2023	J	`jnl`	Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements. Comput. Sci. Eng. Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets
2023	J	`jnl`	Tensor Train Decomposition for Adversarial Attacks on Computer Vision Models. CoRR Andrei Chertkov, Ivan V. Oseledets
2023	J	`jnl`	Translate your gibberish: black-box adversarial attack on machine translation systems. CoRR Andrei Chertkov, Olga Tsymboi, Mikhail Pautov, Ivan V. Oseledets
2023	A*	`conf`	Understanding DDPM Latent Codes Through Optimal Transport. ICLR Valentin Khrulkov, Gleb V. Ryzhakov, Andrei Chertkov, Ivan V. Oseledets
2022	J	`jnl`	Are Quantum Computers Practical Yet? A Case for Feature Selection in Recommender Systems using Tensor Networks. CoRR Artyom Nikitin, Andrei Chertkov, Rafael Ballester-Ripoll, Ivan V. Oseledets, Evgeny Frolov
2022	J	`jnl`	Black box approximation in the tensor train format initialized by ANOVA decomposition. CoRR Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets
2022	J	`jnl`	Optimization of Functions Given in the Tensor Train Format. CoRR Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov, Ivan V. Oseledets
2022	A*	`conf`	TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. NeurIPS Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh-Huy Phan, Andrzej S. Cichocki, Ivan V. Oseledets
2022	J	`jnl`	TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning. CoRR Konstantin Sozykin, Andrei Chertkov, Roman Schutski, Anh Huy Phan, Andrzej Cichocki, Ivan V. Oseledets
2021	J	`jnl`	Solution of the Fokker-Planck Equation by Cross Approximation Method in the Tensor Train Format. Frontiers Artif. Intell. Andrei Chertkov, Ivan V. Oseledets
2021	J	`jnl`	Solution of the Fokker-Planck equation by cross approximation method in the tensor train format. CoRR Andrei Chertkov, Ivan V. Oseledets