Automating Inference of Binary Microlensing Events with Neural Density Estimation.
Keming ZhangJoshua S. BloomB. Scott GaudiFrancois LanusseCasey LamJessica LuPublished in: CoRR (2020)
Keyphrases
- density estimation
- expectation propagation
- mixture model
- probability density
- density function
- neural network
- nonparametric density estimation
- bayesian networks
- probability density function
- outlier detection
- exponential family
- mixture modeling
- bayesian inference
- parzen window
- gaussian mixture model
- density estimators
- kernel density estimation
- density estimates
- expectation maximization
- support vector machine
- feature extraction
- machine learning