Chapitre 5

5.5.1 When is the Lasso solution unique?

5.5.2 Support recovery via the witness approach

5.5.3 Lower bound on the compatibility constant

5.5.4 On the Group-Lasso

5.5.5 Dantzig selector

5.5.6 Projection on the l1-ball

5.5.7 Ridge and Elastic-Net

5.5.8 Approximately sparse linear regression

5.5.9 Slope estimator

5.5.10 Compress sensing