Ivan Oseledets

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Memory-efficient backpropagation through large linear layers2026
• Beyond majority voting: a new framework for evaluating AI diagnostic systems against expert consensus2026
• Exploring specialization and sensitivity of convolutional neural networks in the context of simultaneous image augmentations2026
• Comparison of data assimilation methods for integrating MODIS LAI into the WOFOST crop model for winter wheat yield prediction2026
• Global optimization of atomic clusters via physically constrained tensor train decomposition2026
• Unifying time evolution and optimization with matrix product states2016 · аннотациясвернуть

  We show that the time-dependent variational principle provides a unifying framework for time-evolution methods and optimization methods in the context of matrix product states. In particular, we introduce a new…

• Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions2016
• Tensor-Train Decomposition2011 · аннотациясвернуть

  A simple nonrecursive form of the tensor decomposition in d dimensions is presented. It does not inherently suffer from the curse of dimensionality, it has asymptotically the same number of parameters as the canonical…