Fetching the paper…
Reading the bibliography…
A large set of signals can sometimes be described sparsely using a dictionary, that is, every element can be represented as a linear combination of few elements from the dictionary.
A class of nonharmonic Fourier series
Richard J. Duffin and Albert C. Schaeer · 1952
Earlier work this paper cites.
Problemes concrets d’analyse fonctionnelle
P. Lévy · 1952
Earlier work this paper cites.
Orthogonal least squares methods and their application to non-linear system identification
S. Chen, SA Billings, and W. Luo · 1989
Earlier work this paper cites.
Matrix analysis
Roger A. Horn and Charles R. Johnson · 1990
Earlier work this paper cites.
Weak convergence and empirical processes
AW Van der Vaart and J.A. Wellner · 1996
Earlier work this paper cites.
Adaptive greedy approximations
Geoff Davis, Stèphane Mallat, and Marco Avellaneda · 1997
Earlier work this paper cites.
Sparse coding with an overcomplete basis set: a strategy employed by V1
Bruno A. Olshausen and David J. Fieldt · 1997
Earlier work this paper cites.
The minimax distortion redundancy in empirical quantizer design
Peter L. Bartlett, Tamás Linder, and Gábor Lugosi · 1998
Earlier work this paper cites.
Learning overcomplete representations
Michael S. Lewicki, Terrence J. Sejnowski, and Howard Hughes · 1998
Earlier work this paper cites.
Neural network learning: Theoretical foundations
Martin Anthony and Peter L. Bartlett · 1999
Earlier work this paper cites.
Atomic decomposition by basis pursuit
Scott S. Chen, David L. Donoho, and Michael A. Saunders · 2001
Earlier work this paper cites.
On the mathematical foundations of learning
F. Cucker and S. Smale · 2002
Earlier work this paper cites.
Optimally sparse representation in general (nonorthogonal) dictionaries via ℓ 1 \ell_{1} minimization
David L. Donoho and Michael Elad · 2003
Cited alongside, same era.
Algorithmic luckiness
Ralf Herbrich and Robert Williamson · 2003
Cited alongside, same era.
Dictionary learning algorithms for sparse representation
Kenneth Kreutz-Delgado, Joseph F. Murray, Bhaskar D. Rao, Kjersti Engan, Te-Won Lee, and Terrance J. Sejnowski · 2003
Cited alongside, same era.
Kernel methods for pattern analysis
J. Shawe-Taylor and N. Cristianini · 2004
Cited alongside, same era.
Greed is good: Algorithmic results for sparse approximation
Joel A. Tropp · 2004
Cited alongside, same era.
K-SVD: Design of dictionaries for sparse representation
Michal Aharon, Michael Elad, and Alfred M. Bruckstein · 2005
Cited alongside, same era.
Sparse and redundant representations and motion-estimation-free algorithm for video denoising
Matan Protter and Michael Elad · 2007
Later among the works it cites.
On the performance of clustering in Hilbert spaces
Gérard Biau, Luc Devroye, and Gábor Lugosi · 2008
Later among the works it cites.
Learning theory lecture notes, 2008
Sham Kakade and Ambuj Tewari · 2008
Later among the works it cites.
Robust face recognition via sparse representation
John Wright, Allen Y. Yang, Arvind. Ganesh, S. Shankar Sastry, and Yi Ma · 2008
Later among the works it cites.
From sparse solutions of systems of equations to sparse modeling of signals and images
Alfred M. Bruckstein, David L. Donoho, and Michael Elad · 2009
Later among the works it cites.
Dictionary identification - sparse matrix-factorisation via ℓ 1 \ell_{1} -minimisation
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Local Rademacher complexities
Peter L. Bartlett, Olivier Bousquet, and Shahar Mendelson · 2005
Cited alongside, same era.
On the eigenspectrum of the Gram matrix and the generalization error of kernel-PCA
J. Shawe-Taylor, C.K.I. Williams, N. Cristianini, and J. Kandola · 2005
Cited alongside, same era.
Near-optimal signal recovery from random projections: Universal encoding strategies?
Emmanuel J. Candes and Terence Tao · 2006
Cited alongside, same era.
Statistical properties of kernel principal component analysis
G. Blanchard, O. Bousquet, and L. Zwald · 2007
Cited alongside, same era.
Efficient sparse coding algorithms
Honglak Lee, Alexis Battle, Rajat Raina, and Andrew Y. Ng · 2007
Cited alongside, same era.
Rémi Gribonval and Karin Schnass · 2009
Later among the works it cites.
Sparse modeling of textures
Gabriel Peyré · 2009
Later among the works it cites.
Linear spatial pyramid matching using sparse coding for image classification
Jianchao Yang, Kai Yu, Yihong Gong, and Thomas Huang · 2009
Later among the works it cites.
Submodular dictionary selection for sparse representation
Andreas Krause and Volkan Cevher · 2010
Closest in time.
Online learning for matrix factorization and sparse coding
Julien Mairal, Francis Bach, Jean Ponce, and Guillermo Sapiro · 2010
Closest in time.
K-Dimensional Coding Schemes in Hilbert Spaces
A. Maurer and M. Pontil · 2010
Closest in time.