A fast diffeomorphic image registration algorithm, NeuroImage, vol.38, issue.1, pp.95-113, 2007. ,
DOI : 10.1016/j.neuroimage.2007.07.007
Unified segmentation, NeuroImage, vol.26, issue.3, pp.839-851, 2005. ,
DOI : 10.1016/j.neuroimage.2005.02.018
A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems, SIAM Journal on Imaging Sciences, vol.2, issue.1, pp.183-202, 2009. ,
DOI : 10.1137/080716542
URL : http://ie.technion.ac.il/%7Ebecka/papers/finalicassp2009.pdf
Numerical Optimization: Theoretical and Practical Aspects, 2006. ,
DOI : 10.1007/978-3-662-05078-1
Convex Analysis and Nonlinear Optimization: Theory and Examples, CMS Books in Mathematics, 2006. ,
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers, Foundations and Trends?? in Machine Learning, vol.3, issue.1, pp.1-122, 2011. ,
DOI : 10.1561/2200000016
A First-Order Primal-Dual Algorithm for Convex Problems with??Applications to Imaging, Journal of Mathematical Imaging and Vision, vol.60, issue.5, pp.120-145, 2011. ,
DOI : 10.1007/978-3-540-74936-3_22
URL : https://hal.archives-ouvertes.fr/hal-00490826
An Efficient Optimization Algorithm for Structured Sparse CCA, with Applications to eQTL Mapping, Statistics in Biosciences, vol.67, issue.6A, pp.3-26, 2011. ,
DOI : 10.1111/j.1467-9868.2005.00503.x
URL : http://www.cs.cmu.edu/%7Exichen/images/Sparse_CCA_Biosci.pdf
Smoothing proximal gradient method for general structured sparse regression, The Annals of Applied Statistics, vol.6, issue.2, pp.719-752, 2012. ,
DOI : 10.1214/11-AOAS514
URL : http://doi.org/10.1214/11-aoas514
Automatic classification of patients with Alzheimer's disease from structural MRI: A comparison of ten methods using the ADNI database, NeuroImage, vol.56, issue.2, pp.766-781 ,
DOI : 10.1016/j.neuroimage.2010.06.013
Benchmarking solvers for TV-l1 least-squares and logistic regression in brain imaging, Pattern Recognition in Neuroimaging, 2014. ,
DOI : 10.1109/prni.2014.6858516
URL : https://hal.archives-ouvertes.fr/hal-00991743
Speeding-Up Model-Selection in Graphnet via Early-Stopping and Univariate Feature-Screening, 2015 International Workshop on Pattern Recognition in NeuroImaging, 2015. ,
DOI : 10.1109/PRNI.2015.19
URL : https://hal.archives-ouvertes.fr/hal-01147731
Predictive support recovery with TV-Elastic Net penalty and logistic regression: An application to structural MRI, 2014 International Workshop on Pattern Recognition in Neuroimaging, 2014. ,
DOI : 10.1109/PRNI.2014.6858517
URL : https://hal.archives-ouvertes.fr/cea-01016145
Identifying Predictive Regions from fMRI with TV-L1 Prior, 2013 International Workshop on Pattern Recognition in Neuroimaging, 2013. ,
DOI : 10.1109/PRNI.2013.14
URL : https://hal.archives-ouvertes.fr/hal-00839984
The Alzheimer's disease neuroimaging initiative (ADNI): MRI methods, Journal of magnetic resonance imaging: JMRI, pp.685-691, 2008. ,
DOI : 10.1201/9781420042474
URL : http://onlinelibrary.wiley.com/doi/10.1002/jmri.21049/pdf
Sparse coding for machine learning, image processing and computer vision PhD thesis, 2010. ,
Excessive Gap Technique in Nonsmooth Convex Minimization, SIAM Journal on Optimization, vol.16, issue.1, pp.235-249, 2005. ,
DOI : 10.1137/S1052623403422285
Smooth minimization of non-smooth functions, Mathematical Programming, vol.269, issue.1, pp.127-152, 2005. ,
DOI : 10.1007/s10107-004-0552-5
PRISMA: PRoximal Iterative SMoothing Algorithm, 2012. ,
URL : https://hal.archives-ouvertes.fr/hal-00855993
Convergence Rates of Inexact Proximal-Gradient Methods for Convex Optimization, NIPS'11 -25 th Annual Conference on Neural Information Processing Systems, 2011. ,
URL : https://hal.archives-ouvertes.fr/inria-00618152
FAASTA: A fast solver for total-variation regularization of illconditioned problems with application to brain imaging, Colloque GRETSI. P. Gonçalves, P. Abry, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-01247388
An ADMM Algorithm for a Class of Total Variation Regularized Estimation Problems*, IFAC Proceedings Volumes, vol.45, issue.16, 2012. ,
DOI : 10.3182/20120711-3-BE-2027.00310