Bart Vandereycken

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Christian LubichMathematics, Univ. TuebingenVerified email at na.uni-tuebingen.de
Vandewalle StefanKU Leuven -- University of LeuvenVerified email at cs.kuleuven.be
Daniel KressnerEPF LausanneVerified email at epfl.ch
Ivan OseledetsSkolkovo Institute of Science and TechnologyVerified email at skoltech.ru
Michael SteinlechnerTill 2016: PostDoc at EPF Lausanne, Now: Head of Numerical Methods at Ziemer Ophthalmic SystemsVerified email at alumni.epfl.ch
Frank VerstraeteTheoretical Physics, Ghent UniversityVerified email at ugent.be
Jutho HaegemanGhent University, BelgiumVerified email at ugent.be
P.-A. AbsilICTEAM, EPL, UCLouvainVerified email at uclouvain.be
Professor Dr. Reinhold SchneiderProfessor für Mathematik, Technische Universität BerlinVerified email at math.tu-berlin.de
DibnerUniversity of GenevaVerified email at hcuge.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
Mingkui TanSouth China University of TechnologyVerified email at scut.edu.cn
Sinno Jialin PanNanyang Technological University, SingaporeVerified email at ntu.edu.sg
Ivor W. TsangResearch Director & Professor, Australian AI Institute, University of Technology SydneyVerified email at uts.edu.au
Li WangUniversity of Texas at ArlingtonVerified email at uta.edu
Howard RiezmanNCCR Chemical Biology, Department of BiochemistryVerified email at unige.ch
Karl MeerbergenKU Leuven - Department of Computer ScienceVerified email at cs.kuleuven.be
Javier Perez AlvaroUniversity of MontanaVerified email at mso.umt.edu

Bart Vandereycken

Associate Professor, University of Geneva

Verified email at unige.ch - Homepage

Numerical analysis numerical linear algebra scientific computing differential geometry


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Low-rank matrix completion by Riemannian optimization B Vandereycken SIAM Journal on Optimization 23 (2), 1214-1236, 2013	392	2013
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	294	2016
Low-rank tensor completion by Riemannian optimization D Kressner, M Steinlechner, B Vandereycken BIT Numerical Mathematics, 2013	251	2013
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	129	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	126	2010
The geometry of algorithms using hierarchical tensors A Uschmajew, B Vandereycken Linear Algebra and its Applications 439, 133-166, 2013	107	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	100	2012
Time integration of tensor trains C Lubich, IV Oseledets, B Vandereycken SIAM Journal on Numerical Analysis 53 (2), 917-941, 2015	97	2015
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	54	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	53	2014
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	52	2017
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	45	2013
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	41	2014
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	41	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	37	2016
Riemannian and multilevel optimization for rank-constrained matrix problems B Vandereycken PhD thesis, KU Leuven, 2010	33	2010
Automatic rational approximation and linearization of nonlinear eigenvalue problems P Lietaert, J Pérez, B Vandereycken, K Meerbergen arXiv preprint arXiv:1801.08622, 2018	23	2018
Time integration of rank-constrained Tucker tensors C Lubich, B Vandereycken, H Walach SIAM Journal on Numerical Analysis 56 (3), 1273-1290, 2018	22	2018
Greedy rank updates combined with Riemannian descent methods for low-rank optimization A Uschmajew, B Vandereycken Sampling Theory and Applications (SampTA), 2015 International Conference on …, 2015	22	2015
Line-search methods and rank increase on low-rank matrix varieties A Uschmajew, B Vandereycken Proceedings of the 2014 International Symposium on Nonlinear Theory and its …, 2014	20*	2014

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