The Kaczmarz method is an iterative algorithm for solving linear equation systems. It was first discovered by Stefan Kaczmarz and has many applications ranging from computed tomography to signal processing. It is advantageous when the system is sparse, and has been demonstrated to be superior in some biomedical imaging applications.
UC Berkeley
Fall 2013
This course investigates the mathematical principles behind data and information analysis. It brings together concepts from statistics, optimization, and computer science, with a focus on large deviation inequalities, and convex analysis. It's tailored towards advanced graduate students who wish to incorporate these theories into their research.
No concepts data
+ 20 more concepts