Statistical Physics, Optimization, Inference, and Message-Passing Algorithms: Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013 (Lecture Notes of the Les Houches Summer School)
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- Synopsis
- In the last decade, there have been an increasing convergence of interest and methods between theoretical physics and fields as diverse as probability, machine learning, optimization and compressed sensing. In particular, many theoretical and applied works in statistical physics and computer science have relied on the use of message passing algorithms and their connection to statistical physics of spin glasses. The aim of this book, especially adapted to PhD students, post-docs, and young researchers, is to present the background necessary for entering this fast developing field.
- Copyright:
- 2015
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9780191061424
- Related ISBNs:
- 9780198743736
- Publisher:
- OUP Oxford
- Date of Addition:
- 09/16/22
- Copyrighted By:
- N/A
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Earth Sciences, Mathematics and Statistics
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Florent Krzakala
- Edited by:
- Federico Ricci-Tersenghi
- Edited by:
- Lenka Zdeborova
- Edited by:
- Riccardo Zecchina
- Edited by:
- Eric W. Tramel
- Edited by:
- Leticia F. Cugliandolo