Sparse Representations from Inverse Problems to Pattern Recognition
New Algorithms for Learning Incoherent and Overcomplete Dictionaries
Algorithmic Aspects of Machine Learning
Sparse Methods for Under-determined Inverse Problems
Compressive Sensing for Computer Vision: Hype vs Hope
Sparsity: algorithms, approximations, and analysis
Lecture 10: Applications Section Of The Course
Low-rank modeling
Fast methods for sparse recovery: alternatives to L1
Tools and Techniques for Sparse Optimization and Beyond