Non-asymptotic Performance Guarantees for Neural Estimation of f-Divergences.

Sreejith Sreekumar Zhengxin Zhang Ziv Goldfeld

Published in: AISTATS (2021)

Keyphrases

neural network
estimation algorithm
network architecture
feature selection
upper bound
worst case
estimation error
maximum likelihood estimation
robust estimation
optical flow
density estimation
estimation accuracy
asymptotically optimal
exponential family