Measuring Mutual Information Between All Pairs of Variables in Subquadratic Complexity.
Mohsen FerdosiArash Gholami DavoodiHosein MohimaniPublished in: AISTATS (2020)
Keyphrases
- mutual information
- information theoretic
- conditional mutual information
- medical image registration
- feature selection
- variable selection
- information gain
- computational complexity
- information retrieval
- relevant variables
- normalized mutual information
- worst case
- similarity measure
- image registration
- image analysis
- random variables
- pattern recognition
- data structure
- state variables
- image segmentation
- information systems
- learning algorithm
- maximization of mutual information
- data sets
- mutual information maximization