Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows.
Brendan Leigh RossJesse C. CresswellPublished in: NeurIPS (2021)
Keyphrases
- density estimation
- latent space
- gaussian mixture
- density function
- probability density
- mixture model
- mixture modeling
- probability density function
- nonparametric density estimation
- gaussian mixture model
- density estimates
- outlier detection
- manifold learning
- euclidean space
- low dimensional
- parzen window
- kernel density estimation
- feature space
- em algorithm
- expectation maximization
- higher dimensional
- databases
- semi supervised
- exponential family
- data points
- pairwise
- similarity measure