Robust Density Estimation under Besov IPM Losses.
Ananya UppalShashank SinghBarnabás PóczosPublished in: CoRR (2020)
Keyphrases
- density estimation
- mixture model
- nonparametric density estimation
- kernel density estimates
- mixture modeling
- probability density function
- probability density
- density function
- kernel density estimation
- outlier detection
- parzen window
- multivariate gaussian distribution
- gaussian mixture model
- total variation
- density estimators
- density estimates
- statistical analysis
- em algorithm
- data sets
- similarity search
- expectation maximization
- mutual information
- prior knowledge