A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists.
Andrea MontanariSubhabrata SenPublished in: Found. Trends Mach. Learn. (2024)
Keyphrases
- belief networks
- computer scientists
- statistical mechanics
- free energy
- em algorithm
- closed form
- markov random field
- markov networks
- linear complexity
- artificial neural networks
- bayesian inference
- continuous time bayesian networks
- database
- fundamental principles
- deterministic annealing
- variational methods
- genetic algorithm