Counterfactual Density Estimation using Kernel Stein Discrepancies.

Diego Martinez-Taboada Edward Kennedy

Published 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