Abstract - IPAM

Abstract

An Introduction to Matching Pursuits: Lecture I

Joel Tropp

California Institute of Technology

Lecture 1: Sparse approximation and greedy algorithms
a) Dictionaries and sparse approximation
b) Computational complexity of sparse approximation
c) Greedy-type algorithms
d) Basic dictionary geometry
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Back to Short Course: Sparse Representations and High Dimensional Geometry : In conjunction with the AMS 2007 Von Neumann Symposium