Sample Complexity of Dictionary Learning and Other Matrix Factorizations

Rémi Gribonval, Rodolphe Jenatton, Francis R. Bach, Martin Kleinsteuber, Matthias Seibert. Sample Complexity of Dictionary Learning and Other Matrix Factorizations. IEEE Transactions on Information Theory, 61(6):3469-3486, 2015. [doi]

Authors

Rémi Gribonval

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Rodolphe Jenatton

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Francis R. Bach

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Martin Kleinsteuber

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Matthias Seibert

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