Julien Mairal - Publications by Topic

My publications are also available on my Google Scholar profile.

Review articles and monographs

Large-scale optimization

Deep kernel machines


Machine Learning for Neuroimaging

  • A. Mensch, J. Mairal, D. Bzok, B. Thirion and G. Varoquaux. Learning Neural Representations of Human Cognition across Many fMRI Studies. to appear at NIPS. 2017.

Dictionary learning and matrix factorization

Structured sparse estimation

Image processing

Misc. Machine learning and computer vision

Natural Language Processing