Counterfactual Density Estimation using Kernel Stein Discrepancies.
Diego Martinez-TaboadaEdward KennedyPublished in: ICLR (2024)
Keyphrases
- density estimation
- kernel density estimation
- density estimates
- parzen window
- reproducing kernel hilbert space
- nonparametric density estimation
- kernel density estimates
- kernel density estimator
- mixture model
- probability density
- density function
- mixture modeling
- probability density function
- outlier detection
- density estimators
- kernel methods
- em algorithm
- support vector
- kernel function
- multivariate gaussian distribution
- feature space
- image processing
- information retrieval
- gaussian mixture model
- mean shift
- high dimensional
- regularized least squares
- data streams
- similarity measure
- feature extraction
- feature selection