Robust Density Estimation from Batches: The Best Things in Life are (Nearly) Free.
Ayush JainAlon OrlitskyPublished in: ICML (2021)
Keyphrases
- density estimation
- kernel density estimates
- mixture model
- nonparametric density estimation
- mixture modeling
- probability density
- density function
- probability density function
- kernel density estimation
- parzen window
- density estimators
- em algorithm
- multivariate gaussian distribution
- prior knowledge
- gaussian mixture model
- outlier detection
- knowledge discovery