An Overview of Compressed Sensing and Sparse Signal Recovery via L1 Minimization Provider: videolectures.net Language: English

Fast methods for sparse recovery: alternatives to L1 Provider: videolectures.net Language: English

Topics in Mathematics of Data Science Provider: mit opencourseware Language: English

Compressive Sensing for Computer Vision: Hype vs Hope Provider: videolectures.net Language: English

Lecture 4: Project Subgradient For Dual Problem Provider: videolectures.net Language: English

Optimization in Learning and Data Analysis Provider: videolectures.net Language: English

High-Dimensional Statistics Provider: mit opencourseware Language: English

Sparse Methods for Under-determined Inverse Problems Provider: videolectures.net Language: English

Regularization Paths and Coordinate Descent Provider: videolectures.net Language: English

Optimization Algorithms in Support Vector Machines Provider: videolectures.net Language: English