Concepedia

Matthias Seibert

MS

4

Publications

197

Citations

4

H-Index

2013

Active since

Affiliations

Technical University of Munich(Current)

Institut national de recherche en sciences et technologies du numérique

Centre National de la Recherche Scientifique

Matthias Seibert is an author at Technical University of Munich specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceInverse ProblemsCompressive SensingPattern RecognitionImage AnalysisMachine VisionComputer Vision

Publications per year

2013–2015

4

Publications

4

Separable Dictionary Learning

Simon Hawe, Matthias Seibert, Martin Kleinsteuber · 2013 · 100 citations

Engineering, Machine Learning, Atomic Decomposition +16

Sample Complexity of Dictionary Learning and Other Matrix Factorizations

Rémi Gribonval, Rodolphe Jenatton, Francis Bach et al. · IEEE Transactions on Information Theory · 2015 · 68 citations · Full text

Low-rank Approximation, Sparse Representation, Engineering +13

Separable Dictionary Learning

Simon Hawe, Matthias Seibert, Martin Kleinsteuber · arXiv (Cornell University) · 2013 · 16 citations · Full text

Engineering, Machine Learning, Atomic Decomposition +16

Learning Co-Sparse Analysis Operators With Separable Structures

Matthias Seibert, Julian Wörmann, Rémi Gribonval et al. · IEEE Transactions on Signal Processing · 2015 · 13 citations · Full text

Engineering, Machine Learning, Co-sparse Analysis Operators +16

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