More Powerful and General Selective Inference for Stepwise Feature Selection using Homotopy Method.

Kazuya Sugiyama Vo Nguyen Le Duy Ichiro Takeuchi

Published 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