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CSL Spotlight Lecture: "Recent Developments in Compressed Sensing"

Event Type
Lecture
Sponsor
Coordinated Science Lab
Location
CSL Auditorium (B02)
Date
Oct 18, 2017   3:00 pm  
Speaker
Mathukumalli Vidyasagar, Cecil & Ida Green Chair in Systems Biology Science, University of Texas at Dallas
Views
83
Originating Calendar
CSL General Event Calendar

Compressed sensing refers to the recovery of high-dimensional but low-complexity objects from a limited number of measurements. Examples are the recovery of high-dimensional vectors with just a few nonzero components (but at unknown locations), and the "completion" of high-dimensional but low-rank matrices from measuring just a few components. In this talk I will focus on the vector recovery problem, and survey both well-established techniques as well as some recent work from my group. The talk will include both the underlying theory as well as illustrative examples. Some challenging problems for future research will also be indicated.

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