Bart Vandereycken

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Christian LubichMathematics, Univ. TuebingenVerified email at na.uni-tuebingen.de
Daniel KressnerEPFLVerified email at epfl.ch
André UschmajewUniversity of AugsburgVerified email at uni-a.de
Ivan OseledetsAIRI; Skolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Vandewalle StefanKU Leuven -- University of LeuvenVerified email at cs.kuleuven.be
Frank VerstraeteTheoretical Physics, DAMTP, University of Cambridge, Ghent UniversityVerified email at cam.ac.uk
DibnerUniversity of GenevaVerified email at hcuge.ch
Michael SteinlechnerTill 2016: PostDoc at EPF Lausanne, Now: Director IP & Strategy, Ziemer Ophthalmic SystemsVerified email at alumni.epfl.ch
Jutho HaegemanGhent University, BelgiumVerified email at ugent.be
Howard RiezmanNCCR Chemical Biology, Department of BiochemistryVerified email at unige.ch
P.-A. AbsilICTEAM, EPL, UCLouvainVerified email at uclouvain.be
Professor Dr. Reinhold SchneiderProfessor für Mathematik, Technische Universität BerlinVerified email at math.tu-berlin.de
Foivos AlimisisUniversity of GenevaVerified email at unige.ch
Wim MichielsKU LeuvenVerified email at cs.kuleuven.be
Raf VandebrilProfessor Dept. Computerwetenschappen, KU LeuvenVerified email at cs.kuleuven.be
Moritz DiehlProfessor of Systems, Control and Optimization at the University of FreiburgVerified email at imtek.uni-freiburg.de
Sinno Jialin PanThe Chinese University of Hong KongVerified email at cuhk.edu.hk
Ivor W. Tsang, IEEE FellowInaugural A*STAR AI Fellow and Director, Centre for Frontier AI Research, A*STARVerified email at cfar.a-star.edu.sg
Li WangUniversity of Texas at ArlingtonVerified email at uta.edu
Karl MeerbergenKU Leuven - Department of Computer ScienceVerified email at cs.kuleuven.be

Bart Vandereycken

Associate Professor, University of Geneva

Verified email at unige.ch - Homepage

Numerical analysis numerical linear algebra scientific computing


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Unifying time evolution and optimization with matrix product states J Haegeman, C Lubich, I Oseledets, B Vandereycken, F Verstraete Physical Review B 94 (16), 165116, 2016	738	2016
Low-rank matrix completion by Riemannian optimization B Vandereycken SIAM Journal on Optimization 23 (2), 1214-1236, 2013	596	2013
Low-rank tensor completion by Riemannian optimization D Kressner, M Steinlechner, B Vandereycken BIT Numerical Mathematics, 2013	375	2013
Time integration of tensor trains C Lubich, IV Oseledets, B Vandereycken SIAM Journal on Numerical Analysis 53 (2), 917-941, 2015	210	2015
Dynamical approximation of hierarchical Tucker and Tensor-Train tensors C Lubich, T Rohwedder, R Schneider, B Vandereycken SIAM Journal on Matrix Analysis and Applications 34 (2), 470-494, 2013	200	2013
A survey and comparison of contemporary algorithms for computing the matrix geometric mean B Jeuris, R Vandebril, B Vandereycken Electronic Transactions on Numerical Analysis 39, 379-402, 2012	153	2012
The geometry of algorithms using hierarchical tensors A Uschmajew, B Vandereycken Linear Algebra and its Applications 439, 133-166, 2013	149	2013
A Riemannian optimization approach for computing low-rank solutions of Lyapunov equations B Vandereycken, S Vandewalle SIAM Journal on Matrix Analysis and Applications 31 (5), 2553-2579, 2010	119	2010
Lipidomics reveals diurnal lipid oscillations in human skeletal muscle persisting in cellular myotubes cultured in vitro U Loizides-Mangold, L Perrin, B Vandereycken, JA Betts, JP Walhin, ... Proceedings of the National Academy of Sciences 114 (41), E8565-E8574, 2017	104	2017
The smoothed spectral abscissa for robust stability optimization J Vanbiervliet, B Vandereycken, W Michiels, S Vandewalle, M Diehl SIAM Journal on Optimization 20 (1), 156-171, 2009	78	2009
Riemannian pursuit for big matrix recovery M Tan, I Tsang, L Wang, B Vandereycken, Pan, S J Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014	76	2014
A Riemannian geometry with complete geodesics for the set of positive semidefinite matrices of fixed rank B Vandereycken, PA Absil, S Vandewalle IMA Journal of Numerical Analysis 33 (2), 481-514, 2013	75	2013
Automatic rational approximation and linearization of nonlinear eigenvalue problems P Lietaert, J Pérez, K Meerbergen, B Vandereycken IMA Journal of Numerical Analysis, draa098, 2021	67	2021
Embedded geometry of the set of symmetric positive semidefinite matrices of fixed rank B Vandereycken, PA Absil, S Vandewalle 2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 389-392, 2009	67	2009
Preconditioned low-rank Riemannian optimization for linear systems with tensor product structure D Kressner, M Steinlechner, B Vandereycken SIAM Journal on Scientific Computing 38 (4), A2018-A2044, 2016	57	2016
Geometric methods on low-rank matrix and tensor manifolds A Uschmajew, B Vandereycken Variational methods for nonlinear geometric data and applications, 2020	49	2020
Subspace methods for computing the pseudospectral abscissa and the stability radius D Kressner, B Vandereycken SIAM Journal on Matrix Analysis and Applications 35 (1), 292--313, 2014	48	2014
Time integration of rank-constrained Tucker tensors C Lubich, B Vandereycken, H Walach SIAM Journal on Numerical Analysis 56 (3), 1273-1290, 2018	46	2018
Ether lipids, sphingolipids and toxic 1‐deoxyceramides as hallmarks for lean and obese type 2 diabetic patients JT Hannich, U Loizides‐Mangold, F Sinturel, T Harayama, ... Acta Physiologica 232 (1), e13610, 2021	45	2021
Projection methods for dynamical low-rank approximation of high-dimensional problems E Kieri, B Vandereycken Computational Methods in Applied Mathematics, 2018	44	2018

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