On Consistency and Sparsity for Principal Components Analysis in High Dimensions, Journal of the American Statistical Association, vol.104, issue.486, pp.682-693, 2009. ,
DOI : 10.1198/jasa.2009.0121
Structured Sparse Principal Component Analysis, Proceedings of the 13th International Conference on Artificial Intelligence and Statistics (AISTATS) 2010, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00414158
Sparse and shift-Invariant representations of music, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.1, p.50, 2006. ,
DOI : 10.1109/TSA.2005.860346
Gene Expression Signatures Diagnose Influenza and Other Symptomatic Respiratory Viral Infections in Humans, Cell Host & Microbe, vol.6, issue.3, pp.207-217, 2009. ,
DOI : 10.1016/j.chom.2009.07.006
LIII. On lines and planes of closest fit to systems of points in space, Philosophical Magazine Series, vol.6, issue.2 11, pp.559-572, 1901. ,
<tex>$rm K$</tex>-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation, IEEE Transactions on Signal Processing, vol.54, issue.11, p.4311, 2006. ,
DOI : 10.1109/TSP.2006.881199
Learning the parts of objects by non-negative matrix factorization, Nature, vol.401, issue.6755, pp.788-791, 1999. ,
Analysis of individual differences in multidimensional scaling via an n-way generalization of ???Eckart-Young??? decomposition, Psychometrika, vol.12, issue.3, pp.283-319, 1970. ,
DOI : 10.1007/BF02310791
Tensor Decompositions and Applications, SIAM Review, vol.51, issue.3, pp.455-500, 2009. ,
DOI : 10.1137/07070111X
Order-preserving factor analysis, Tech. Rep, 2010. ,
Model selection and estimation in regression with grouped variables, Journal of the Royal Statistical Society: Series B (Statistical Methodology), vol.58, issue.1, p.49, 2006. ,
DOI : 10.1198/016214502753479356
A constrained forwardbackward algorithm for image recovery problems, Proc. EUSIPCO, pp.25-29, 2008. ,
URL : https://hal.archives-ouvertes.fr/hal-00621916
Temporal Dynamics of Host Molecular Responses Differentiate Symptomatic and Asymptomatic Influenza A Infection, PLoS Genetics, vol.7, issue.8, 2010. ,
DOI : 10.1371/journal.pgen.1002234.s025
Branch and bound methods, 2003. ,