Julien Mairal - Publications by Topic

My publications are also available on my Google Scholar profile.

Review articles and monographs

Large-scale optimization for machine learning

Deep kernel machines

Bioinformatics

Machine Learning for Neuroimaging

Dictionary learning and matrix factorization

Structured sparse estimation

Image processing

Misc. Machine learning and computer vision

Natural Language Processing

Thesis