2 papers
cs.IT2021
Over-the-Air Statistical Estimation
Chuan-Zheng Lee, Leighton Pate Barnes, Ayfer Ozgur
We study schemes and lower bounds for distributed minimax statistical estimation over a Gaussian multiple-access channel (MAC) under squared error loss, in a framework combining st…
cs.LG2018
Entropy Rate Estimation for Markov Chains with Large State Space
Yanjun Han, Jiantao Jiao, Chuan-Zheng Lee +3
Estimating the entropy based on data is one of the prototypical problems in distribution property testing and estimation. For estimating the Shannon entropy of a distribution on $S…