Shape-Constrained and Unconstrained Density Estimation Using Geometric Exploration.
Sutanoy DasguptaDebdeep PatiIan H. JermynAnuj SrivastavaPublished in: SSP (2018)
Keyphrases
- density estimation
- density function
- mixture model
- probability density
- mixture modeling
- density estimators
- probability density function
- kernel density estimation
- nonparametric density estimation
- outlier detection
- density estimates
- multivariate gaussian distribution
- gaussian mixture model
- multi class
- statistical analysis
- unsupervised learning
- generative model
- parzen window
- data mining
- em algorithm
- level set
- data analysis