Neural Estimators for Conditional Mutual Information Using Nearest Neighbors Sampling.
Sina MolavipourGermán BassiMikael SkoglundPublished in: IEEE Trans. Signal Process. (2021)
Keyphrases
- conditional mutual information
- nearest neighbor
- mutual information
- k nearest neighbor
- network architecture
- sampled data
- neural network
- knn
- selection criterion
- data points
- random sampling
- feature selection
- high dimensional data
- index structure
- decision boundary
- nearest neighbor search
- sampling methods
- nearest neighbor algorithm
- genetic algorithm
- unbiased estimator
- monte carlo
- training set
- image processing
- random projections
- sample size
- image registration
- sampling algorithm
- high dimensional
- high dimensional spaces
- pattern recognition
- hypothesis tests
- machine learning
- data mining