275 citations · 562 across the 20 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
math.PR2020
An Optimal Uniform Concentration Inequality for Discrete Entropies on Finite Alphabets in the High-dimensional Setting
Yunpeng Zhao
We prove an exponential decay concentration inequality to bound the tail probability of the difference between the log-likelihood of discrete random variables on a finite alphabet…
math.ST2020★ 2 cited
Identifiability and consistency of network inference using the hub model and variants
Yunpeng Zhao, Peter Bickel, Charles Weko
Statistical network analysis primarily focuses on inferring the parameters of an observed network. In many applications, especially in the social sciences, the observed data is the…