KnockoffGAN: Generating Knockoffs for Feature Selection using Generative Adversarial Networks.
James JordonJinsung YoonMihaela van der SchaarPublished in: ICLR (2019)
Keyphrases
- feature selection
- unsupervised learning
- text classification
- text categorization
- generative model
- complex networks
- machine learning
- feature space
- generation process
- network size
- discriminative features
- network design
- feature selection algorithms
- network structure
- multi class
- knn
- high dimensionality
- gene expression data
- multi task
- feature set
- dimensionality reduction
- social networks