Statistical inference with probabilistic graphical models

Year
2014
Type(s)
Author(s)
A. Drémeau, C. Schülke, Y. Xu, D. Shah
Source
Statistical Physics, Optimization, Inference, and Message-Passing Algorithms: Lecture Notes of the Les Houches School of Physics: Special Issue, October 2013
Url
https://arxiv.org/pdf/1409.4928.pdf

These are notes from the lecture of Devavrat Shah given at the autumn school “Statistical Physics, Optimization, Inference, and Message-Passing Algorithms”, that took place in Les Houches, France from Monday September 30th, 2013, till Friday October 11th, 2013. The school was organized by Florent Krzakala from UPMC & ENS Paris, Federico Ricci-Tersenghi from La Sapienza Roma, Lenka Zdeborov´a from CEA Saclay & CNRS, and Riccardo Zecchina from Politecnico Torino.