Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models.
Yinan ChengChi-Hua WangVamsi K. PotluruTucker BalchGuang ChengPublished in: CoRR (2024)
Keyphrases
- synthetic data
- generative model
- probabilistic model
- fraud detection
- bayesian framework
- learned models
- prior knowledge
- discriminative models
- data sets
- real world
- credit card fraud detection
- real image data
- outlier detection
- databases
- discriminative learning
- model selection
- active learning
- training set
- cost sensitive
- social network analysis
- markov chain monte carlo
- credit card
- decision trees
- computer vision