Information Theoretic Model Selection for Pattern Analysis.
Joachim M. BuhmannMorteza Haghir ChehreghaniMario FrankAndreas P. StreichPublished in: ICML Unsupervised and Transfer Learning (2012)
Keyphrases
- pattern analysis
- model selection
- information theoretic
- mutual information
- information theory
- pattern recognition
- cross validation
- hyperparameters
- sample size
- parameter estimation
- machine learning
- feature selection
- computational intelligence
- data analysis
- log likelihood
- information theoretic measures
- mixture model
- image analysis
- statistical inference
- selection criterion
- pattern classification
- variable selection
- gaussian process
- generalization error
- information criterion
- neural network
- model selection criteria
- genetic algorithm
- image registration
- kernel matrix
- fuzzy logic
- feature space
- similarity measure
- feature extraction
- data mining