Fanaskov, Vladimir

5 publications

ICLR 2026 Deep Learning for Subspace Regression Vladimir Fanaskov, Vladislav Trifonov, Alexander Rudikov, Ekaterina Muravleva, Ivan Oseledets

ICLR 2026 Locally Subspace-Informed Neural Operators for Efficient Multiscale PDE Solving Alexander Rudikov, Vladimir Fanaskov, Sergei Stepanov, Buzheng Shan, Ekaterina Muravleva, Yalchin Efendiev, Ivan Oseledets

ICLR 2025 Associative Memory and Dead Neurons Vladimir Fanaskov, Ivan Oseledets

ICML 2024 Neural Operators Meet Conjugate Gradients: The FCG-NO Method for Efficient PDE Solving Alexander Rudikov, Vladimir Fanaskov, Ekaterina Muravleva, Yuri M. Laevsky, Ivan Oseledets

ICML 2023 General Covariance Data Augmentation for Neural PDE Solvers Vladimir Fanaskov, Tianchi Yu, Alexander Rudikov, Ivan Oseledets