Ebook: Statistical Physics, Optimization, Inference, and Message-Passing Algorithms
- Tags: Statistical physics, Mathematical optimization, Inference, Algorithms
- Series: Lecture Notes of the Les Houches School of Physics Special Issue
- Year: 2016
- Publisher: Oxford University Press
- Edition: 1
- Language: English
- pdf
This text gathers the lecture notes of the Les Houches Summer School that was held in October 2013 for an audience of advanced graduate students and post-doctoral fellows in statistical physics, theoretical physics, machine learning, and computer science.
Abstract: This text gathers the lecture notes of the Les Houches Summer School that was held in October 2013 for an audience of advanced graduate students and post-doctoral fellows in statistical physics, theoretical physics, machine learning, and computer science