Maxim Rakhuba

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Singular Values

Dimensionality Reduction

Positive Semidefinite Matrices

Top Venues

SIAM J. Sci. Comput.

Publications

Mikhail Gorbunov, Nikolay Yudin, Vera Soboleva, Aibek Alanov, Alexey Naumov, Maxim Rakhuba
Group and Shuffle: Efficient Structured Orthogonal Parametrization. CoRR (2024)
Lev Vysotsky, Maxim Rakhuba
Tensor rank bounds and explicit QTT representations for the inverses of circulant matrices. CoRR (2022)
Alexander Novikov, Maxim Rakhuba, Ivan Oseledets
Automatic Differentiation for Riemannian Optimization on Low-Rank Matrix and Tensor-Train Manifolds. SIAM J. Sci. Comput. 44 (2) (2022)
Alexandra Senderovich, Ekaterina Bulatova, Anton Obukhov, Maxim Rakhuba
Towards Practical Control of Singular Values of Convolutional Layers. CoRR (2022)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. ICCV (2021)
Mikhail Usvyatsov, Anastasia Makarova, Rafael Ballester-Ripoll, Maxim Rakhuba, Andreas Krause, Konrad Schindler
Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation. CoRR (2021)