Kleinsteuber, M.; Shen, H.Block-Jacobi methods with Newton-steps and non-unitary joint matrix diagonalizationConference on Geometric Science of Information2015
Seibert, M.; Wörmann, J.; Gribonval, R.; Kleinsteuber, M.Learning Co-Sparse Analysis Operators with Separable StructuresIEEE Transactions on Signal Processing2016Jan
Wei, X.; Shen, H.; Kleinsteuber, M.Invertible Nonlinear Dimensionality Reduction via Joint Dictionary LearningInt. 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 MatricesInt. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)2015
Hage, C.; Kleinsteuber, M.Robust Structured Low-Rank Approximation on the GrassmannianInt. 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 KernelsInt. Conference on Latent Variable Analysis and Signal Separation (LVA/ICA)2015
Seibert, M.; Kleinsteuber, M.On the Sample Complexity of Analysis Operator LearningProceedings of SPARS 20152015
Gribonval, R.; Jenatton, R.; Bach, F.; Kleinsteuber, M.; Seibert, M.Sample Complexity of Dictionary Learning and other Matrix FactorizationsIEEE Transactions on Information Theory2015Jun
Lang, M.; Kleinsteuber, M.; Dunkley, O.; Hirche, S.Gaussian Process Dynamical Models over Dual QuaternionsEuropean 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 MeasurementsInternational Workshop on Constructive Side-Channel Analysis and Secure Design (COSADE '15)2015