Julien Mairal - Books
I published two monographs, also edited as books by the collections Foundations and Trends in … The books can be ordered at the Publisher website, but can be also be obtained at the main computer vision and machine learning conferences (usually at a much cheaper price). Otherwise, the pdfs of the books are freely available below.
Sparse Modeling for Image and Vision Processing
 |
J. Mairal, F. Bach and J. Ponce. |
Optimization with Sparsity-Inducing Penalties
 |
F. Bach, R. Jenatton, J. Mairal and G. Obozinski. |