Finite-Sample Bounds on the Accuracy of Plug-In Estimators of Fisher Information.

Wei Cao Alex Dytso Michael Fauß H. Vincent Poor

Published in: Entropy (2021)

Keyphrases

finite sample
fisher information
sample size
uniform convergence
error bounds
statistical learning theory
nearest neighbor
generalization bounds
vc dimension
lower bound
training data
model selection
machine learning
euclidean space
statistical learning
active learning
feature space