Martin Kleinsteuber
Martin Kleinsteuber
CIO & Lead Data Scientist, Mercateo AG, Munich
Verified email at - Homepage
Cited by
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Analysis operator learning and its application to image reconstruction
S Hawe, M Kleinsteuber, K Diepold
IEEE Transactions on Image Processing 22 (6), 2138-2150, 2013
Joint matrices decompositions and blind source separation: A survey of methods, identification, and applications
G Chabriel, M Kleinsteuber, E Moreau, H Shen, P Tichavsky, A Yeredor
IEEE Signal Processing Magazine 31 (3), 34-43, 2014
Separable dictionary learning
S Hawe, M Seibert, M Kleinsteuber
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2013
A joint intensity and depth co-sparse analysis model for depth map super-resolution
M Kiechle, S Hawe, M Kleinsteuber
Proceedings of the IEEE international conference on computer vision, 1545-1552, 2013
Dense disparity maps from sparse disparity measurements
S Hawe, M Kleinsteuber, K Diepold
2011 International Conference on Computer Vision, 2126-2133, 2011
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
pROST: a smoothed -norm robust online subspace tracking method for background subtraction in video
F Seidel, C Hage, M Kleinsteuber
Machine vision and applications 25 (5), 1227-1240, 2014
Blind source separation with compressively sensed linear mixtures
M Kleinsteuber, H Shen
IEEE signal processing letters 19 (2), 107-110, 2011
Combining knowledge modeling and machine learning for alarm root cause analysis
L Abele, M Anic, T Gutmann, J Folmer, M Kleinsteuber, B Vogel-Heuser
IFAC Proceedings Volumes 46 (9), 1843-1848, 2013
Local convergence analysis of FastICA and related algorithms
H Shen, M Kleinsteuber, K Huper
IEEE Transactions on Neural Networks 19 (6), 1022-1032, 2008
Network volume anomaly detection and identification in large-scale networks based on online time-structured traffic tensor tracking
H Kasai, W Kellerer, M Kleinsteuber
IEEE Transactions on Network and Service Management 13 (3), 636-650, 2016
Robust PCA and subspace tracking from incomplete observations using -surrogates
C Hage, M Kleinsteuber
Computational Statistics 29 (3-4), 467-487, 2014
Improving non-profiled attacks on exponentiations based on clustering and extracting leakage from multi-channel high-resolution EM measurements
R Specht, J Heyszl, M Kleinsteuber, G Sigl
International Workshop on Constructive Side-Channel Analysis and Secure …, 2015
Rolling stiefel manifolds
K Hüper, M Kleinsteuber, F Silva Leite
International Journal of Systems Science 39 (9), 881-887, 2008
Spin dynamics: A paradigm for time optimal control on compact Lie groups
G Dirr, K Hüper, M Kleinsteuber, Y Liu
journal of Global Optimization 35 (3), 443-474, 2006
Relative C -numerical ranges for applications in quantum control and quantum information
G Dirr, U Helmke, M Kleinsteuber, T Schulte-Herbrüggen
Linear and Multilinear Algebra 56 (1-2), 27-51, 2008
Relative C-numerical ranges for applications in quantum control and quantum information
G Dirr, U Helmke, M Kleinsteuber, T Schulte-Herbrüggen
Linear and Multilinear Algebra 56 (1-2), 27-51, 2008
Analysis based blind compressive sensing
J Wörmann, S Hawe, M Kleinsteuber
IEEE Signal Processing Letters 20 (5), 491-494, 2013
Complex blind source separation via simultaneous strong uncorrelating transform
H Shen, M Kleinsteuber
International Conference on Latent Variable Analysis and Signal Separation …, 2010
A bimodal co-sparse analysis model for image processing
M Kiechle, T Habigt, S Hawe, M Kleinsteuber
International Journal of Computer Vision 114 (2-3), 233-247, 2015
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