Improving Mutual Information Estimation with Annealed and Energy-Based Bounds.
Rob BrekelmansSicong HuangMarzyeh GhassemiGreg Ver SteegRoger B. GrosseAlireza MakhzaniPublished in: CoRR (2023)
Keyphrases
- mutual information
- information theoretic
- parzen window
- upper bound
- lower bound
- importance sampling
- similarity measure
- particle filtering
- estimation algorithm
- statistical dependence
- image registration
- information theory
- robust estimation
- conditional mutual information
- error bounds
- accurate estimation
- feature selection
- upper and lower bounds
- selection criterion
- particle filter
- registration accuracy
- multi modal image registration
- multimodal image registration
- model selection
- worst case
- mutual information maximization