Axiomatization of Implication for Probabilistic Independence and Unary Variants of Marginal Identity and Marginal Distribution Equivalence.
Minna HirvonenPublished in: FoIKS (2024)
Keyphrases
- marginal distributions
- probability distribution
- joint distribution
- conditional probability distributions
- random variables
- random fields
- wavelet coefficients
- bayesian networks
- linear combination
- complete axiomatization
- conditional probabilities
- probabilistic model
- pairwise
- conditional distributions
- generative model
- gaussian distribution
- multiresolution
- conditional distribution
- learning algorithm
- graphical models
- wavelet transform
- active learning
- maximum entropy
- multiscale