A Unifying Tutorial on Approximate Message Passing

by Cynthia Rush, Oliver Y Feng, Ramji Venkataramanan

Over the last decade, Approximate Message Passing (AMP) algorithms have become extremely popular in various structured high-dimensional statistical problems. Many of the original ideas of AMP were developed in the physics and engineering literature and have recently been extended for use in computer science and machine learning. In this tutorial the authors give a comprehensive and rigorous introduction to what AMP can offer, as well as to unifying...

• Format: Paperback
• Language: English
• ISBN: 1638280045
• ISBN13: 9781638280040
• Release Date: May 2022
• Publisher: Now Publishers
• Length: 216 Pages
• Weight: 0.68 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"