Sequential transport maps using SoS density estimation and α-divergences.
Benjamin ZangerTiangang CuiMartin SchreiberOlivier ZahmPublished in: CoRR (2024)
Keyphrases
- density estimation
- exponential family
- mixture model
- outlier detection
- density function
- probability density function
- mixture modeling
- nonparametric density estimation
- log likelihood
- probability density
- kernel density estimation
- parzen window
- generative model
- em algorithm
- gaussian mixture model
- density estimates
- probabilistic model
- gaussian mixture
- expectation maximization
- data mining