A Unifying Tutorial on Approximate Message Passing
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 and formalizing the core concepts within the large body of recent work in the area. They lead the reader through the basic concepts of AMP before introducing the concept of low-rank matrix estimati…
Mehr
CHF 156.00
Preise inkl. MwSt. und Versandkosten (Portofrei ab CHF 40.00)
V103:
Folgt in ca. 5 Arbeitstagen
Produktdetails
Weitere Autoren: Rush, Cynthia / Venkataramanan, Ramji
- ISBN: 978-1-63828-004-0
- EAN: 9781638280040
- Produktnummer: 39015863
- Verlag: Now Publishers Inc
- Sprache: Englisch
- Erscheinungsjahr: 2022
- Seitenangabe: 216 S.
- Masse: H23.4 cm x B15.6 cm x D1.1 cm 336 g
- Abbildungen: Paperback
- Gewicht: 336
Bewertungen
Anmelden