Kleinsteuber, M.; Shen, H.
Block-Jacobi methods with Newton-steps and non-unitary joint matrix diagonalization
Conference on Geometric Science of Information
2015

Seibert, M.; Wörmann, J.; Gribonval, R.; Kleinsteuber, M.
Learning Co-Sparse Analysis Operators with Separable Structures
IEEE Transactions on Signal Processing
2016
Jan

Wei, X.; Shen, H.; Kleinsteuber, M.
Invertible Nonlinear Dimensionality Reduction via Joint Dictionary Learning
Int. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)
2015

Shen, H.; Kleinsteuber, M.
A Block-Jacobi Algorithm for Non-Symmetric Joint Diagonalization of Matrices
Int. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)
2015

Hage, C.; Kleinsteuber, M.
Robust Structured Low-Rank Approximation on the Grassmannian
Int. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)
2015

Sagel, A.; Meyer, D.; Shen, H.
Texture Retrieval Using Scattering Coefficients and Probability Product Kernels
Int. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)
2015

Seibert, M.; Kleinsteuber, M.
On the Sample Complexity of Analysis Operator Learning
Proceedings of SPARS 2015
2015

Gribonval, R.; Jenatton, R.; Bach, F.; Kleinsteuber, M.; Seibert, M.
Sample Complexity of Dictionary Learning and other Matrix Factorizations
IEEE Transactions on Information Theory
2015
Jun

Lang, M.; Kleinsteuber, M.; Dunkley, O.; Hirche, S.
Gaussian Process Dynamical Models over Dual Quaternions
European Control Conference (ECC '15)
2015

Specht, R.; Heyszl, J.; Kleinsteuber, M.; Sigl G.
Improving Non-Profiled Attacks on Exponentiations Based on Clustering and Extracting Leakage from Multi-Channel High-Resolution EM Measurements
International Workshop on Constructive Side-Channel Analysis and Secure Design (COSADE '15)
2015