Probabilistic Belief Contraction: Considerations on Epistemic Entrenchment, Probability Mixtures and KL Divergence.
Kinzang ChhogyalAbhaya C. NayakAbdul SattarPublished in: Australasian Conference on Artificial Intelligence (2015)
Keyphrases
- probability theory
- belief change
- kl divergence
- mixtures of gaussians
- gaussian mixture
- belief revision
- horn contraction
- kullback leibler
- information theoretic
- mahalanobis distance
- belief set
- kullback leibler divergence
- posterior distribution
- propositional logic
- posterior probability
- gaussian distribution
- minimal change
- horn logic
- exponential family
- generative model
- probabilistic model
- conditional probabilities
- probability density
- covariance matrix
- bayesian networks
- feature selection
- belief base
- cross entropy
- probabilistic latent semantic analysis
- marginal distributions
- probability distribution
- graphical models
- expectation maximization
- information theory
- em algorithm
- closed form