Learning Dictionaries for Image Analysis and Sensing
Poster Spotlights 1
Regularization Paths and Coordinate Descent
Topics in Mathematics of Data Science
An Overview of Compressed Sensing and Sparse Signal Recovery via L1 Minimization
Latent Variable Sparse Bayesian Models
Compressive Sensing for Computer Vision: Hype vs Hope
Compressed Sensing and Bayesian Experimental Design
Dynamic ℓ1 Reconstruction
Fast methods for sparse recovery: alternatives to L1