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Gleb V. Ryzhakov
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2020 – today
- 2024
- [i8]Gleb V. Ryzhakov, Andrei Chertkov, Artem Basharin, Ivan V. Oseledets:
Black-Box Approximation and Optimization with Hierarchical Tucker Decomposition. CoRR abs/2402.02890 (2024) - [i7]Gleb V. Ryzhakov, Svetlana Pavlova, Egor Sevriugov, Ivan V. Oseledets:
Smart Flow Matching: On The Theory of Flow Matching Algorithms with Applications. CoRR abs/2402.03232 (2024) - 2023
- [j3]Andrei Chertkov
, Gleb V. Ryzhakov
, Georgii S. Novikov
, Ivan V. Oseledets
:
Tensor Extrema Estimation Via Sampling: A New Approach for Determining Minimum/Maximum Elements. Comput. Sci. Eng. 25(5): 14-25 (2023) - [j2]Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets:
Black Box Approximation in the Tensor Train Format Initialized by ANOVA Decomposition. SIAM J. Sci. Comput. 45(4): 2101- (2023) - [c3]Valentin Khrulkov, Gleb V. Ryzhakov, Andrei Chertkov, Ivan V. Oseledets:
Understanding DDPM Latent Codes Through Optimal Transport. ICLR 2023 - [c2]Gleb V. Ryzhakov, Ivan V. Oseledets:
Constructive TT-representation of the tensors given as index interaction functions with applications. ICLR 2023 - [c1]Anastasia Batsheva, Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets:
PROTES: Probabilistic Optimization with Tensor Sampling. NeurIPS 2023 - [i6]Anastasia Batsheva, Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets:
PROTES: Probabilistic Optimization with Tensor Sampling. CoRR abs/2301.12162 (2023) - 2022
- [i5]Gleb V. Ryzhakov, Ivan V. Oseledets:
Constructive TT-representation of the tensors given as index interaction functions with applications. CoRR abs/2206.03832 (2022) - [i4]Andrei Chertkov, Gleb V. Ryzhakov, Ivan V. Oseledets:
Black box approximation in the tensor train format initialized by ANOVA decomposition. CoRR abs/2208.03380 (2022) - [i3]Andrei Chertkov, Gleb V. Ryzhakov, Georgii S. Novikov
, Ivan V. Oseledets:
Optimization of Functions Given in the Tensor Train Format. CoRR abs/2209.14808 (2022) - 2021
- [j1]Charlie Vanaret, Philipp Seufert, Jan Schwientek, Gleb Karpov, Gleb V. Ryzhakov, Ivan V. Oseledets, Norbert Asprion
, Michael Bortz:
Two-phase approaches to optimal model-based design of experiments: how many experiments and which ones? Comput. Chem. Eng. 146: 107218 (2021) - [i2]Anna Petrovskaia, Gleb V. Ryzhakov, Ivan V. Oseledets:
Optimal soil sampling design based on the maxvol algorithm. CoRR abs/2103.10337 (2021)
2010 – 2019
- 2018
- [i1]Vitaly P. Zankin, Gleb V. Ryzhakov, Ivan V. Oseledets:
Gradient Descent-based D-optimal Design for the Least-Squares Polynomial Approximation. CoRR abs/1806.06631 (2018)
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