Committee: 

Dr. Fekri, Advisor

Dr. Anderson, Chair

Dr. Davenport

Abstract:

The objective of the proposed research is to  recover signals and/or learning graphical models from compressed measurements. The proposed research is at the intersection of the compressive sensing and all its related techniques with the current machine learning research, in particular graphical models.