Feature Clustering for Accelerating Parallel Coordinate Descent.
Chad ScherrerAmbuj TewariMahantesh HalappanavarDavid HaglinPublished in: NIPS (2012)
Keyphrases
- clustering algorithm
- clustering method
- self organizing maps
- parallel processing
- feature importance
- feature vectors
- unsupervised learning
- information theoretic
- hierarchical clustering
- data clustering
- additional features
- categorical data
- fuzzy clustering
- data sets
- spectral clustering
- data mining tasks
- parallel computing
- massively parallel
- data partitioning
- parallel implementations
- cluster analysis
- outlier detection
- logistic regression
- data points
- graph theoretic
- pairwise
- feature selection