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

Data-Efficient Computer Vision

Misc. Machine learning and computer vision

Bioinformatics

Machine Learning for Neuroimaging

Dictionary learning and matrix factorization

Structured sparse estimation

Image processing

Natural Language Processing

Robotics

Thesis