Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness

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Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness

23 January 2014

Stanislav Minsker

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Papers citing "Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness"

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Title
Sample Complexity of Dictionary Learning and other Matrix Factorizations Rémi Gribonval Rodolphe Jenatton Francis R. Bach M. Kleinsteuber Matthias Seibert 127 85 0 13 Dec 2013
Learning Manifolds with K-Means and K-Flats Guillermo D. Cañas T. Poggio Lorenzo Rosasco 108 49 0 05 Sep 2012
Generalized Principal Component Analysis (GPCA) René Vidal Yi-An Ma S. Shankar Sastry 97 1,159 0 17 Feb 2012
On Some Extensions of Bernstein's Inequality for Self-adjoint Operators Stanislav Minsker 171 151 0 22 Dec 2011
Manifold estimation and singular deconvolution under Hausdorff loss Christopher R. Genovese M. Perone-Pacifico I. Verdinelli Larry A. Wasserman UQCV 74 101 0 21 Sep 2011
Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis W. K. Allard Guangliang Chen Mauro Maggioni 87 77 0 25 May 2011
The Sample Complexity of Dictionary Learning Daniel Vainsencher Shie Mannor A. Bruckstein 90 87 0 24 Nov 2010
Randomized hybrid linear modeling by local best-fit flats Teng Zhang Arthur Szlam Yi Wang Gilad Lerman 112 47 0 05 May 2010
K-Dimensional Coding Schemes in Hilbert Spaces Augusto Maurer 96 108 0 03 Feb 2010
Foundations of a Multi-way Spectral Clustering Framework for Hybrid Linear Modeling Guangliang Chen Gilad Lerman 100 75 0 21 Oct 2008