André Uschmajew

André Uschmajew

Max Planck Institute for Mathematics in the Sciences in Leipzig, Germany - Leipzig / Germany
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 4430478
person_outline André Uschmajew's MOST POPULAR ARTICLES
1-) Local convergence of the alternating least squares algorithm for canonical tensor approximationA UschmajewSIAM Journal on Matrix Analysis and Applications 33 (2), 639-652, 20122112012
2-) Tensor networks and hierarchical tensors for the solution of high-dimensional partial differential equationsM Bachmayr, R Schneider, A UschmajewFoundations of Computational Mathematics 16, 1423-1472, 20161442016
3-) On local convergence of alternating schemes for optimization of convex problems in the tensor train formatT Rohwedder, A UschmajewSIAM Journal on Numerical Analysis 51 (2), 1134-1162, 2013141*2013
4-) The geometry of algorithms using hierarchical tensorsA Uschmajew, B VandereyckenLinear Algebra and its Applications 439 (1), 133-166, 20131482013
5-) Convergence results for projected line-search methods on varieties of low-rank matrices via Łojasiewicz inequalityR Schneider, A UschmajewSIAM Journal on Optimization 25 (1), 622-646, 20151392015