An inverse problem is a mathematical process used to calculate the causes of a set of observations from the effects. It is an important tool in many scientific fields, such as system identification, optics, radar, acoustics, and medical imaging. It is the opposite of a forward problem, which starts with the causes and calculates the effects.
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.
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