Closed-Form Information-Theoretic Roughness Measures for Mixture Densities.
Uwe D. HanebeckPublished in: CoRR (2023)
Keyphrases
- closed form
- information theoretic
- information theoretic measures
- mutual information
- information theory
- gaussian mixture
- exponential family
- entropy measure
- theoretic framework
- log likelihood
- information bottleneck
- point correspondences
- hyperparameters
- jensen shannon divergence
- probability density
- kullback leibler divergence
- mixture model
- maximum likelihood estimates
- closed form solutions
- probability density function
- gaussian mixture model
- shannon entropy
- expectation maximization
- probability distribution