Efficient Sparse Coding using Hierarchical Riemannian Pursuit

Ye Xue, Vincent Lau, Songfu Cai

Sparse coding is a class of unsupervised methods for learning a sparse representation of the input data in the form of a linear combination of a dictionary and a sparse code. This…