<tex>$rm K$</tex>-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation, IEEE Transactions on Signal Processing, vol.54, issue.11, pp.4311-4322, 2006. ,
DOI : 10.1109/TSP.2006.881199
Greedy layer-wise training of deep networks Advances in neural information processing systems, p.153, 2007. ,
Proximal alternating linearized minimization for nonconvex and nonsmooth problems, Mathematical Programming, pp.1-36, 2013. ,
DOI : 10.1007/s10107-013-0701-9
URL : https://hal.archives-ouvertes.fr/hal-00916090
Sample Complexity of Dictionary Learning and other Matrix Factorizations. ArXiv e-prints, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00918142
Reducing the Dimensionality of Data with Neural Networks, Science, vol.313, issue.5786, pp.313504-507, 2006. ,
DOI : 10.1126/science.1127647
Online learning for matrix factorization and sparse coding, Journal of Machine Learning Research, vol.11, issue.1, pp.19-60, 2010. ,
URL : https://hal.archives-ouvertes.fr/inria-00408716
Matching pursuits with time-frequency dictionaries, IEEE Transactions on Signal Processing, vol.41, issue.12, pp.3397-3415, 1993. ,
DOI : 10.1109/78.258082
Double Sparsity: Learning Sparse Dictionaries for Sparse Signal Approximation, IEEE Transactions on Signal Processing, vol.58, issue.3, pp.1553-1564, 2010. ,
DOI : 10.1109/TSP.2009.2036477