Estimation of Rényi Entropy and Mutual Information Based on Generalized Nearest-Neighbor Graphs
Dávid PálBarnabás PóczosCsaba SzepesváriPublished in: CoRR (2010)
Keyphrases
- nearest neighbor
- mutual information
- shannon entropy
- parzen window
- k nearest neighbor
- knn
- information theory
- high dimensional data
- information theoretic
- high dimensional
- training set
- neural network
- image registration
- distance function
- nearest neighbor algorithm
- graph mining
- graph structure
- index structure
- feature selection
- graph theory
- graph matching
- graph theoretic
- estimation accuracy
- relative entropy
- weighted graph
- data sets
- accurate estimation
- machine learning
- normalized mutual information
- image sequences