Computational Foundations of Cultural Evolution: Modeling the Emergence of Systems from Higher-order Probabilistic Inference.
Bill ThompsonPublished in: CogSci (2017)
Keyphrases
- probabilistic inference
- higher order
- graphical models
- bayesian networks
- context specific independence
- probabilistic reasoning
- conditional probabilities
- weighted model counting
- message passing
- influence diagrams
- efficient inference
- belief networks
- approximate inference
- conditional random fields
- bayesian belief networks
- variable elimination
- belief propagation
- distributed systems
- image processing