A Robust-Equitable Copula Dependence Measure for Feature Selection.
Yale ChangYi LiA. Adam DingJennifer G. DyPublished in: AISTATS (2016)
Keyphrases
- feature selection
- pointwise mutual information
- dependence structure
- similarity measure
- mutual information
- hilbert schmidt independence criterion
- computationally efficient
- distance measure
- text categorization
- multi class
- classification accuracy
- robust estimation
- machine learning
- probability density function
- classification models
- monte carlo simulation
- dimensionality reduction
- text classification
- data sets
- feature space
- feature extraction
- face recognition
- social networks
- information retrieval
- data mining
- neural network