Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows.
Brendan Leigh RossJesse C. CresswellPublished in: CoRR (2021)
Keyphrases
- density estimation
- latent space
- mixture model
- density function
- mixture modeling
- gaussian mixture
- outlier detection
- probability density function
- probability density
- low dimensional
- parzen window
- higher dimensional
- nonparametric density estimation
- euclidean space
- em algorithm
- exponential family
- manifold learning
- generative model
- gaussian mixture model
- high dimensional data
- density estimates
- expectation maximization
- dimensionality reduction
- databases
- multivariate gaussian distribution
- density estimators
- learning algorithm