Compressed sensing, IEEE Transactions on Information Theory, vol.52, issue.4, pp.1289-1306, 2006. ,
DOI : 10.1109/TIT.2006.871582
URL : https://hal.archives-ouvertes.fr/inria-00369486
Stable signal recovery from incomplete and inaccurate measurements, Communications on Pure and Applied Mathematics, vol.7, issue.8, pp.1207-1223, 2006. ,
DOI : 10.1002/cpa.20124
Sparse Unmixing of Hyperspectral Data, IEEE Transactions on Geoscience and Remote Sensing, vol.49, issue.6, pp.2014-2039, 2011. ,
DOI : 10.1109/TGRS.2010.2098413
A Path Algorithm for the Fused Lasso Signal Approximator, Journal of Computational and Graphical Statistics, vol.19, issue.4, pp.984-1006, 2010. ,
DOI : 10.1198/jcgs.2010.09208
Sparse nonnegative matrix factorization for clustering, 2008. ,
Sparse solutions to linear inverse problems with multiple measurement vectors, IEEE Transactions on Signal Processing, vol.53, issue.7, pp.2477-2488 ,
DOI : 10.1109/TSP.2005.849172
Algorithms for simultaneous sparse approximation. Part II: Convex relaxation, Signal Processing, vol.86, issue.3, pp.589-602, 2006. ,
DOI : 10.1016/j.sigpro.2005.05.031
Algorithms for simultaneous sparse approximation. Part I: Greedy pursuit, Signal Processing, vol.86, issue.3, pp.572-588, 2006. ,
DOI : 10.1016/j.sigpro.2005.05.030
Greedy methods for simultaneous sparse approximation, Proc. EUSIPCO, pp.1851-1855, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01092575
Greedy Algorithms for Joint Sparse Recovery, IEEE Transactions on Signal Processing, vol.62, issue.7, pp.1694-1704, 2014. ,
DOI : 10.1109/TSP.2014.2301980
Theoretical Results on Sparse Representations of Multiple-Measurement Vectors, IEEE Transactions on Signal Processing, vol.54, issue.12, pp.4634-4643, 2006. ,
DOI : 10.1109/TSP.2006.881263
An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem, IEEE Transactions on Signal Processing, vol.55, issue.7, pp.3704-3716, 2007. ,
DOI : 10.1109/TSP.2007.894265
Sparse bayesian learning and the relevance vector machine, J. Mach. Lear. Res, vol.1, pp.211-244, 2001. ,
Sparse Signal Recovery With Temporally Correlated Source Vectors Using Sparse Bayesian Learning, IEEE Journal of Selected Topics in Signal Processing, vol.5, issue.5, pp.912-926, 2011. ,
DOI : 10.1109/JSTSP.2011.2159773
Exploiting correlation in sparse signal recovery problems: Multiple measurement vectors, block sparsity, and time-varying sparsity, 2011. ,
Sparse signal recovery in the presence of correlated multiple measurement vectors, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.3986-3989, 2010. ,
DOI : 10.1109/ICASSP.2010.5495780
Bayesian Simultaneous Sparse Approximation With Smooth Signals, IEEE Transactions on Signal Processing, vol.61, issue.22, pp.5716-5729, 2013. ,
DOI : 10.1109/TSP.2013.2280441
Simultaneous variable selection, Technometrics, vol.47, issue.3, pp.349-363, 2005. ,
Efficient generalized fused lasso and its application to the diagnosis of alzheimers disease, Twenty-Eighth AAAI Conference on Artificial Intelligence, pp.2163-2169, 2014. ,
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers, Machine Learning, pp.1-122, 2011. ,
DOI : 10.1561/2200000016
Background removal from spectra by designing and minimising a non-quadratic cost function Chemometrics and intelligent laboratory systems, pp.121-133, 2005. ,