Stationary Density Estimation of Itô Diffusions Using Deep Learning.
Yiqi GuJohn HarlimSenwei LiangHaizhao YangPublished in: CoRR (2021)
Keyphrases
- density estimation
- deep learning
- mixture model
- unsupervised learning
- machine learning
- mental models
- probability density function
- weakly supervised
- gaussian mixture model
- outlier detection
- density estimators
- em algorithm
- expectation maximization
- pattern recognition
- learning algorithm
- level set
- low dimensional
- association rules
- object recognition