Separable dictionary learning S Hawe, M Seibert, M Kleinsteuber Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013 | 146 | 2013 |
Sample complexity of dictionary learning and other matrix factorizations R Gribonval, R Jenatton, F Bach, M Kleinsteuber, M Seibert IEEE Transactions on Information Theory 61 (6), 3469-3486, 2015 | 107 | 2015 |
Learning co-sparse analysis operators with separable structures M Seibert, J Wörmann, R Gribonval, M Kleinsteuber IEEE Transactions on Signal Processing 64 (1), 120-130, 2015 | 21 | 2015 |
Separable cosparse analysis operator learning M Seibert, J Wörmann, R Gribonval, M Kleinsteuber 2014 22nd European Signal Processing Conference (EUSIPCO), 770-774, 2014 | 13 | 2014 |
Properties of the BFGS method on Riemannian manifolds M Seibert, M Kleinsteuber, K Hüper Mathematical System Theory C Festschrift in Honor of Uwe Helmke on the …, 2013 | 12 | 2013 |
Sample Complexity of Representation Learning for Sparse and Related Data Models M Seibert Technische Universität München, 2019 | 3 | 2019 |
On the sample complexity of sparse dictionary learning M Seibert, M Kleinsteuber, R Gribonval, R Jenatton, F Bach 2014 IEEE Workshop on Statistical Signal Processing (SSP), 244-247, 2014 | 3 | 2014 |
On the Sample Complexity of Analysis Operator Learning M Seibert, M Kleinsteuber Proceedings of SPARS 2015, 2015 | | 2015 |
Apprentissage de dictionnaire pour les représentations parcimonieuses R Gribonval, R Jenatton, F Bach, M Kleinsteuber, M Seibert 46e Journées de Statistique, 2014 | | 2014 |