More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method.
Kazuya SugiyamaVo Nguyen Le DuyIchiro TakeuchiPublished in: ICML (2021)
Keyphrases
- feature selection
- pairwise
- high precision
- high accuracy
- preprocessing
- prior knowledge
- special case
- experimental evaluation
- computational cost
- support vector machine
- segmentation method
- probabilistic inference
- clustering method
- mutual information
- feature set
- inference process
- bayesian inference
- feature weighting
- optimization method
- discriminative features
- forward selection
- classification method
- missing data
- detection method
- dynamic programming
- cost function
- significant improvement
- image segmentation
- clustering algorithm