Finite-Sample Symmetric Mean Estimation with Fisher Information Rate.

Shivam Gupta Jasper C. H. Lee Eric Price

Published in: COLT (2023)

Keyphrases

fisher information
parzen window
probability density function
estimation error
positive definite
density estimation
error bounds
gaussian mixture
similarity measure
mutual information
maximum likelihood
sample size
covariance matrix
feature extraction
learning theory
generalized gaussian
nearest neighbor