Bayesian estimation of information-theoretic metrics for sparsely sampled distributions.
Angelo PigaLluc Font-PomarolMarta Sales-PardoRoger GuimeràPublished in: CoRR (2023)
Keyphrases
- information theoretic
- bayesian estimation
- sparsely sampled
- kullback leibler divergence
- kl divergence
- entropy measure
- mutual information
- information theory
- image reconstruction
- posterior distribution
- probability distribution
- information bottleneck
- information theoretic measures
- kullback leibler
- gaussian distribution
- training data
- magnetic resonance images
- log likelihood
- hidden variables
- machine learning
- maximum likelihood
- super resolution
- computer vision