Training data augmentation: An empirical study using generative adversarial net-based approach with normalizing flow models for materials informatics.
Hiroshi OhnoPublished in: Appl. Soft Comput. (2020)
Keyphrases
- training data
- discriminative methods
- probabilistic model
- classification models
- computational models
- statistical models
- neural network
- test set
- prior knowledge
- generative model
- machine learning algorithms
- bayesian networks
- active learning
- domain knowledge
- semi supervised
- maximum likelihood
- semi supervised learning
- case study
- learning materials
- learning algorithm
- information retrieval
- learned models
- data sets