Simple, Efficient, and Neural Algorithms for Sparse Coding

Sanjeev Arora, Rong Ge, Tengyu Ma, Ankur Moitra

Abstract: Sparse coding is a basic task in many fields including signal processing, neuroscience and machine learning where the goal is to learn a basis that enables a sparse representation of a given set of...