Maksim Rakhuba
Orcid: 0000-0001-7606-7322Affiliations:
- ETH Zurich, Seminar for Applied Mathematics, Switzerland
- Skolkovo Institute of Science and Technology, Moscow, Russia
According to our database1,
Maksim Rakhuba
authored at least 22 papers
between 2015 and 2024.
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Online presence:
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Bibliography
2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
2023
Tensor rank bounds and explicit QTT representations for the inverses of circulant matrices.
Numer. Linear Algebra Appl., May, 2023
Numer. Linear Algebra Appl., May, 2023
2022
Quantized Tensor FEM for Multiscale Problems: Diffusion Problems in Two and Three Dimensions.
Multiscale Model. Simul., September, 2022
Automatic Differentiation for Riemannian Optimization on Low-Rank Matrix and Tensor-Train Manifolds.
SIAM J. Sci. Comput., 2022
Adv. Comput. Math., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
Robust Alternating Direction Implicit Solver in Quantized Tensor Formats for a Three-Dimensional Elliptic PDE.
SIAM J. Sci. Comput., 2021
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
Low rank tensor approximation of singularly perturbed partial differential equations in one dimension.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
J. Comput. Phys., 2019
2018
2017
CoRR, 2017
QTT-finite-element approximation for multiscale problems I: model problems in one dimension.
Adv. Comput. Math., 2017
2016
J. Comput. Phys., 2016
2015
Fast Multidimensional Convolution in Low-Rank Tensor Formats via Cross Approximation.
SIAM J. Sci. Comput., 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015