Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters

Zhangyang Wang, Thomas S. Huang

This paper emphasizes the significance to jointly exploit the problem structure and the parameter structure, in the context of deep modeling. As a specific and interesting example,…