Sergey Dolgov

Efficient Structure-preserving Support Tensor Train Machine pdf

Peter Benner, Martin Stoll, Kirandeep Kour, 2020, J. Mach. Learn. Res..

Solving differential Riccati equations: A nonlinear space-time method using tensor trains pdf

Martin Stoll, Tobias Breiten, Sergey Dolgov, 2019, Numerical Algebra, Control & Optimization.

Deep Composition of Tensor Trains using Squared Inverse Rosenblatt Transports pdf

Tiangang Cui, Sergey Dolgov, 2020, ArXiv.

Approximation and sampling of multivariate probability distributions in the tensor train decomposition

Colin Fox, Robert Scheichl, Karim Anaya-Izquierdo, 2018, Statistics and Computing.

Two-Level QTT-Tucker Format for Optimized Tensor Calculus

Boris N. Khoromskij, Sergey Dolgov, B. Khoromskij, 2013, SIAM J. Matrix Anal. Appl..

Rank Bounds for Approximating Gaussian Densities in the Tensor-Train Format pdf

Robert Scheichl, Lars Grasedyck, Sergey Dolgov, 2020, SIAM/ASA J. Uncertain. Quantification.