Hiding Data Helps: On the Benefits of Masking for Sparse Coding

Muthu Chidambaram, Chenwei Wu, Yu Cheng, Rong Ge

Abstract: Sparse coding, which refers to modeling a signal as sparse linear combinations of the elements of a learned dictionary, has proven to be a successful (and interpretable) approach in applications su...