Bethe Free Entropy

Related lectures (30)

Page 3 of 3

Covers the theory and applications of graph coloring, focusing on disassortative stochastic block models and planted coloring.

Discusses stopping criteria for fixed point iteration in nonlinear equations and how to manage errors.

Covers graphical models for probabilistic distributions using graphs, nodes, and edges.

Explores expanders, Ramanujan graphs, eigenvalues, Laplacian matrices, and spectral properties.

Explores Newton's method for finding roots of nonlinear equations and its interpretation as a second-order method.

Covers the fixed point method for solving nonlinear equations and discusses convergence properties.

Explores nonlinear equations, bisection, fixed-point methods, error control, and graphical interpretations of fixed points.

Explores the Banach Fixed Point Theorem, showing the uniqueness of fixed points in contraction mappings.

Covers the topic of nonlinear equations and the fixed point method.

Explores the Renormalization Group in field theory, discussing scaling functions, critical exponents, and Gaussian fixed points.