Related lectures (29)
Point Estimation in Statistics
Covers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.
Graph Coloring: Random vs Symmetrical
Compares random and symmetrical graph coloring in terms of cluster colorability and equilibrium.
Random Field Ising Model: Overview and Analysis
Provides an in-depth analysis of the Random Field Ising Model, covering model description, free entropy, and mean field algorithm.
Belief Propagation on Trees
Explores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.
Statistical Physics of Clusters
Explores the statistical physics of clusters, focusing on complexity and equilibrium behavior.
Generalized Linear Model: Optimization and Approximation
Discusses the unified formulation of the generalized linear model and the optimization of loss functions.
Second Principle: Thermodynamic Systems and Entropy Analysis
Covers the second principle of thermodynamics, focusing on entropy and reversible processes in thermodynamic systems.
Arrhenius Equation: Kinetics and Equilibrium
Covers the Arrhenius equation and its application to chemical equilibrium, as well as the transition state theory and chemical kinetics principles.
Message passing in graphical models
Explains message passing in graphical models and the matching problem in graph theory.
Magnetic Phase Transitions
Explores magnetic phase transitions, ferromagnetism, Bethe lattice, Potts model, and free entropy.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.