Eigen-Entropy: A metric for multivariate sampling decisions.
Jiajing HuangHyunsoo YoonTeresa WuKasim Selçuk CandanOjas PradhanJin WenZheng O'NeillPublished in: Inf. Sci. (2023)
Keyphrases
- decision makers
- decision making
- information content
- point processes
- sampling methods
- random sampling
- information theoretic
- metric space
- sampling algorithm
- information theory
- normalized mutual information
- information redundancy
- metric learning
- multivariate data
- sampling rate
- sampling strategies
- mutual information
- monte carlo
- distance measure
- perceptual image quality
- neural network
- decision process
- parameter space
- feature space
- making decisions
- sampling strategy
- similarity metric
- design decisions
- error metrics
- shannon entropy