Probability Distributions Approximation via Fractional Moments and Maximum Entropy: Theoretical and Computational Aspects.
Pierluigi Novi InverardiAldo TaglianiPublished in: Axioms (2024)
Keyphrases
- maximum entropy
- probability distribution
- maximum entropy principle
- markov models
- credal networks
- lower order
- probabilistic logic
- transformation based learning
- random fields
- conditional random fields
- principle of maximum entropy
- joint distribution
- class conditional
- matrix approximation
- iterative scaling
- maximum entropy model
- minimum cross entropy
- approximation error
- posterior distribution
- closed form
- random variables
- bregman divergences
- high order
- higher order
- least squares
- k means
- information retrieval