Neural density estimation and uncertainty quantification for laser induced breakdown spectroscopy spectra.
Katiana KontolatiNatalie KleinNishant PandaDiane OyenPublished in: CoRR (2021)
Keyphrases
- density estimation
- raman spectra
- spectral data
- mixture model
- probability density function
- density function
- probability density
- mixture modeling
- parzen window
- gaussian mixture model
- multivariate gaussian distribution
- em algorithm
- kernel density estimation
- nonparametric density estimation
- principal component analysis
- neural network
- density estimators
- infrared
- machine learning
- principal components
- outlier detection