Learning generative models for valid knockoffs using novel multivariate-rank based statistics.
Shoaib Bin MasudShuchin AeronPublished in: CoRR (2021)
Keyphrases
- generative model
- discriminative learning
- boltzmann machine
- prior knowledge
- parameter learning
- probabilistic model
- learning algorithm
- hidden variables
- learning process
- semi supervised
- representational power
- mixture model
- natural images
- active learning
- reinforcement learning
- supervised learning
- discriminatively trained
- support vector
- computer vision