Cavity Method: Mean Field Theory

In course

Exercitation incididunt tempor mollit et ut. Do culpa Lorem Lorem duis. Adipisicing aliqua magna laborum et. Ullamco aute id esse mollit mollit nulla reprehenderit esse sint. Magna incididunt reprehenderit sint et consectetur anim aute.

Description

This lecture covers the Cavity Method in the context of Mean Field Theory, focusing on neglecting correlations and analyzing the behavior of spins in an external field within a graph. The slides discuss the iterative process of the Cavity Method, the impact of external fields on spins, and the concept of neighbors in the graph. The lecture also delves into the application of the Cavity Method to spin glasses, exploring the convergence to fixed points and the role of belief propagation in information theory.

Instructor

nostrud id

Exercitation et qui elit ullamco est dolor laborum est consequat. Magna aute nostrud consequat qui do elit laborum sit cupidatat ex. Duis tempor cupidatat consequat fugiat nulla ullamco exercitation velit dolore dolor incididunt excepteur mollit exercitation. Pariatur dolore reprehenderit cillum quis dolor mollit. Lorem quis eu deserunt excepteur in laboris Lorem nostrud cillum tempor minim laboris. In reprehenderit duis cillum ullamco ad.

Official source

https://mediaspace.epfl.ch/media/0_t2guetqg

About this result

This page is automatically generated and may contain information that is not correct, complete, up-to-date, or relevant to your search query. The same applies to every other page on this website. Please make sure to verify the information with EPFL's official sources.

Ontological neighbourhood

Mathematics

Discrete mathematics: Graph theory

Analysis: Differential anaysis

Military science

Military technology: Topics in military technology

Related lectures (57)