Concept

Negentropy

Related lectures (21)

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Provides an in-depth analysis of the Random Field Ising Model, covering model description, free entropy, and mean field algorithm.

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Point Estimation in Statistics

Covers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.

Solar Energy: Fundamentals and Applications

Explores the fundamentals and applications of solar energy, covering characteristics, optics, semiconductor physics, electrochemistry, and thermochemistry.

Graph Coloring: Random vs Symmetrical

Compares random and symmetrical graph coloring in terms of cluster colorability and equilibrium.

Cluster Complexity Analysis

Covers the analysis of cluster complexity in random graph coloring.

Belief Propagation on Trees

Explores Belief Propagation on trees, discussing cavity marginals, message passing algorithms, and the computation of free entropy.

Generalized Linear Model: Optimization and Approximation

Discusses the unified formulation of the generalized linear model and the optimization of loss functions.

Probability Distribution and Entropy

Explains probability distribution, entropy, and Gibbs free entropy, along with the Weiss model.

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.

Cavity and variational methods

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Curie Weiss Model

Covers the Curie-Weiss model in Statistical Physics, including magnetization probability, free entropy, and the cavity method.

Variational Methods in Statistical Physics

Explores variational methods in statistical physics and the Bethe Parisi Mézard approach.

Second Principle: Thermodynamic Systems and Entropy Analysis

Covers the second principle of thermodynamics, focusing on entropy and reversible processes in thermodynamic systems.

Entropy and the Joule Expansion: A Statistical Perspective

Covers the relationship between entropy and the Joule expansion, illustrating how microscopic states relate to macroscopic disorder.

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Organizational Norms and Identity

Delves into the significance of organizational norms in maintaining identity and alignment between business and IT.

Bethe Free Entropy

Covers the computation of Bethe free entropy and the interpretation of messages between variables and factors.

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.