A Machine-Learning-Based Importance Sampling Method to Compute Rare Event Probabilities.
Vishwas RaoRomit MaulikEmil M. ConstantinescuMihai AnitescuPublished in: ICCS (6) (2020)
Keyphrases
- rare events
- machine learning
- importance sampling
- fraud detection
- machine learning algorithms
- distributed data
- class imbalance
- machine learning methods
- data mining
- support vector machine
- data analysis
- semi supervised learning
- knowledge discovery
- active learning
- class distribution
- learning algorithm
- reinforcement learning
- text classification
- generative model
- monte carlo
- learning tasks
- feature selection
- data sets