Streaming Tensor Train Approximation
Author:
Affiliation:
1. Institute of Mathematics, EPFL, CH-1015 Lausanne, Switzerland.
2. Section of Mathematics, University of Geneva, CH-1205 Geneva, Switzerland.
Funder
SNSF
Publisher
Society for Industrial & Applied Mathematics (SIAM)
Subject
Applied Mathematics,Computational Mathematics
Reference16 articles.
1. Randomized Algorithms for Rounding in the Tensor-Train Format
2. Tensor Train Construction From Tensor Actions, With Application to Compression of Large High Order Derivative Tensors
3. Tensor Networks and Hierarchical Tensors for the Solution of High-Dimensional Partial Differential Equations
4. Randomized algorithms for the approximations of Tucker and the tensor train decompositions
5. A literature survey of low-rank tensor approximation techniques
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