Flows for simultaneous manifold learning and density estimation.
Johann BrehmerKyle CranmerPublished in: CoRR (2020)
Keyphrases
- manifold learning
- density estimation
- dimensionality reduction
- low dimensional
- semi supervised
- mixture model
- high dimensional
- probability density function
- density function
- probability density
- dimension reduction
- feature extraction
- high dimensional data
- em algorithm
- sparse representation
- feature space
- outlier detection
- gaussian mixture model
- generative topographic mapping
- data sets
- active learning
- neural network
- data points
- decision trees
- density estimates