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Matthias Seibert

Publication Activity (10 Years)

Years Active: 2013-2016
Publications (10 Years): 3

Top Topics

Matrix Factorization

Sample Complexity

Dictionary Learning

Top Venues

IEEE Trans. Inf. Theory

IEEE Trans. Signal Process.

Technical University of Munich, Germany (PHD)

Education History

Technical University of Munich, Germany

PHD

Publications

Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber
Learning Co-Sparse Analysis Operators With Separable Structures. IEEE Trans. Signal Process. 64 (1) (2016)
Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber
Learning Co-Sparse Analysis Operators with Separable Structures. CoRR (2015)
Rémi Gribonval, Rodolphe Jenatton, Francis R. Bach, Martin Kleinsteuber, Matthias Seibert
Sample Complexity of Dictionary Learning and Other Matrix Factorizations. IEEE Trans. Inf. Theory 61 (6) (2015)
Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber
Separable cosparse Analysis Operator learning. EUSIPCO (2014)
Matthias Seibert, Martin Kleinsteuber, Rémi Gribonval, Rodolphe Jenatton, Francis R. Bach
On the sample complexity of sparse dictionary learning. SSP (2014)
Matthias Seibert, Julian Wörmann, Rémi Gribonval, Martin Kleinsteuber
Separable Cosparse Analysis Operator Learning. CoRR (2014)
Rémi Gribonval, Rodolphe Jenatton, Francis R. Bach, Martin Kleinsteuber, Matthias Seibert
Sample Complexity of Dictionary Learning and other Matrix Factorizations. CoRR (2013)
Simon Hawe, Matthias Seibert, Martin Kleinsteuber
Separable Dictionary Learning CoRR (2013)
Simon Hawe, Matthias Seibert, Martin Kleinsteuber
Separable Dictionary Learning. CVPR (2013)