research
∙
04/16/2018
Binary Matrix Factorization via Dictionary Learning
Matrix factorization is a key tool in data analysis; its applications in...
share
research
∙
10/11/2011
An MDL framework for sparse coding and dictionary learning
The power of sparse signal modeling with learned over-complete dictionar...
research
∙
09/28/2011
Low-rank data modeling via the Minimum Description Length principle
Robust low-rank matrix estimation is a topic of increasing interest, wit...
research
∙
10/23/2010
Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling
A collaborative framework for detecting the different sources in mixed s...
research
∙
06/07/2010