Bart Vandereycken

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 24

Top Topics

Subspace Methods

Eigenvalue Problems

Top Venues

SIAM J. Sci. Comput.

SIAM J. Matrix Anal. Appl.

SIAM J. Numer. Anal.

Publications

Marco Sutti, Bart Vandereycken
Implicit Low-Rank Riemannian Schemes for the Time Integration of Stiff Partial Differential Equations. J. Sci. Comput. 101 (1) (2024)
Foivos Alimisis, Yousef Saad, Bart Vandereycken
Gradient-type subspace iteration methods for the symmetric eigenvalue problem. CoRR (2023)
Daniel Kressner, Bart Vandereycken, Rik Voorhaar
Streaming Tensor Train Approximation. SIAM J. Sci. Comput. 45 (5) (2023)
Marco Sutti, Bart Vandereycken
Implicit low-rank Riemannian schemes for the time integration of stiff partial differential equations. CoRR (2023)
Benjamin Carrel, Bart Vandereycken
Projected exponential methods for stiff dynamical low-rank approximation problems. CoRR (2023)
Guillaume Olikier, André Uschmajew, Bart Vandereycken
Gauss-Southwell type descent methods for low-rank matrix optimization. CoRR (2023)
Daniel Kressner, Bart Vandereycken, Rik Voorhaar
Streaming Tensor Train Approximation. CoRR (2022)
Shixin Zheng, Wen Huang, Bart Vandereycken, Xiangxiong Zhang
Riemannian optimization using three different metrics for Hermitian PSD fixed-rank constraints: an extended version. CoRR (2022)
Benjamin Carrel, Martin J. Gander, Bart Vandereycken
Low-rank Parareal: a low-rank parallel-in-time integrator. CoRR (2022)
Bart Vandereycken, Rik Voorhaar
TTML: tensor trains for general supervised machine learning. CoRR (2022)
Stefan Güttel, Daniel Kressner, Bart Vandereycken
Randomized sketching of nonlinear eigenvalue problems. CoRR (2022)
André Uschmajew, Bart Vandereycken
A Note on the Optimal Convergence Rate of Descent Methods with Fixed Step Sizes for Smooth Strongly Convex Functions. J. Optim. Theory Appl. 194 (1) (2022)
Marco Sutti, Bart Vandereycken
Riemannian Multigrid Line Search for Low-Rank Problems. SIAM J. Sci. Comput. 43 (3) (2021)
Foivos Alimisis, Peter Davies, Bart Vandereycken, Dan Alistarh
Distributed Principal Component Analysis with Limited Communication. CoRR (2021)
Foivos Alimisis, Peter Davies, Bart Vandereycken, Dan Alistarh
Distributed Principal Component Analysis with Limited Communication. NeurIPS (2021)
Marco Sutti, Bart Vandereycken
The leapfrog algorithm as nonlinear Gauss-Seidel. CoRR (2020)
Marco Sutti, Bart Vandereycken
Multilevel Riemannian optimization for low-rank problems. CoRR (2020)
Emil Kieri, Bart Vandereycken
Projection Methods for Dynamical Low-Rank Approximation of High-Dimensional Problems. Comput. Methods Appl. Math. 19 (1) (2019)
Francesco Borgioli, Wim Michiels, Ding Lu, Bart Vandereycken
A globally convergent method to compute the real stability radius for time-delay systems. Syst. Control. Lett. 127 (2019)
Zhaojun Bai, Ding Lu, Bart Vandereycken
Robust Rayleigh Quotient Minimization and Nonlinear Eigenvalue Problems. SIAM J. Sci. Comput. 40 (5) (2018)
Daniel Kressner, Ding Lu, Bart Vandereycken
Subspace Acceleration for the Crawford Number and Related Eigenvalue Optimization Problems. SIAM J. Matrix Anal. Appl. 39 (2) (2018)
Christian Lubich, Bart Vandereycken, Hanna Walach
Time Integration of Rank-Constrained Tucker Tensors. SIAM J. Numer. Anal. 56 (3) (2018)
Ding Lu, Bart Vandereycken
Criss-Cross Type Algorithms for Computing the Real Pseudospectral Abscissa. SIAM J. Matrix Anal. Appl. 38 (3) (2017)
Daniel Kressner, Michael Steinlechner, Bart Vandereycken
Preconditioned Low-rank Riemannian Optimization for Linear Systems with Tensor Product Structure. SIAM J. Sci. Comput. 38 (4) (2016)
Christian Lubich, Ivan V. Oseledets, Bart Vandereycken
Time Integration of Tensor Trains. SIAM J. Numer. Anal. 53 (2) (2015)
Mingkui Tan, Ivor W. Tsang, Li Wang, Bart Vandereycken, Sinno Jialin Pan
Riemannian Pursuit for Big Matrix Recovery. ICML (2014)
Daniel Kressner, Bart Vandereycken
Subspace Methods for Computing the Pseudospectral Abscissa and the Stability Radius. SIAM J. Matrix Anal. Appl. 35 (1) (2014)
Christian Lubich, Thorsten Rohwedder, Reinhold Schneider, Bart Vandereycken
Dynamical Approximation by Hierarchical Tucker and Tensor-Train Tensors. SIAM J. Matrix Anal. Appl. 34 (2) (2013)
Bart Vandereycken
Low-Rank Matrix Completion by Riemannian Optimization. SIAM J. Optim. 23 (2) (2013)
Bart Vandereycken, Stefan Vandewalle
A Riemannian Optimization Approach for Computing Low-Rank Solutions of Lyapunov Equations. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Joris Vanbiervliet, Bart Vandereycken, Wim Michiels, Stefan Vandewalle, Moritz Diehl
The Smoothed Spectral Abscissa for Robust Stability Optimization. SIAM J. Optim. 20 (1) (2009)