Probability Theory from a Programming Perspective (Invited Paper).
Sam StatonPublished in: ICALP (2018)
Keyphrases
- probability theory
- invited paper
- possibility theory
- reasoning under uncertainty
- decision theory
- belief functions
- conditional independence
- inference rules
- probabilistic logic
- lecture notes
- belief change
- fuzzy sets
- programming language
- game theory
- utility function
- genetic algorithm
- machine learning
- artificial neural networks
- computer science
- pattern recognition
- bayesian networks