Deep generative models for reject inference in credit scoring.
Rogelio Andrade MancisidorMichael KampffmeyerKjersti AasRobert JenssenPublished in: Knowl. Based Syst. (2020)
Keyphrases
- generative model
- credit scoring
- logistic regression
- boltzmann machine
- probabilistic model
- representational power
- discriminative learning
- support vector machine svm
- information entropy
- discriminative models
- credit card
- em algorithm
- conditional random fields
- deep belief networks
- data mining technology
- generative process
- hierarchical hidden markov models
- prior knowledge
- topic models
- semi supervised
- bayesian networks
- data mining
- generative and discriminative models
- deep learning
- neural network
- pattern recognition