Some theorems on the algorithmic approach to probability theory and information theory: (1971 Dissertation directed by A.N. Kolmogorov).
Leonid A. LevinPublished in: Ann. Pure Appl. Log. (2010)
Keyphrases
- information theory
- probability theory
- information theoretic
- possibility theory
- belief functions
- reasoning under uncertainty
- jensen shannon divergence
- statistical learning
- decision theory
- statistical mechanics
- inference rules
- conditional independence
- conditional entropy
- mdl principle
- belief change
- image registration
- bayesian networks
- neural network
- stochastic logic programs
- random walk
- probability distribution
- pattern recognition
- image processing
- artificial intelligence