INVASE: Instance-wise Variable Selection using Neural Networks.
Jinsung YoonJames JordonMihaela van der SchaarPublished in: ICLR (Poster) (2019)
Keyphrases
- variable selection
- neural network
- cross validation
- high dimensional
- input variables
- linear models
- dimension reduction
- stochastic search
- pattern recognition
- model selection
- artificial neural networks
- group lasso
- neural network model
- genetic algorithm
- high dimensional data
- fuzzy logic
- pairwise
- sparsity inducing
- supervised learning
- ensemble selection