8 citations · 15 across the 4 of their papers we have counts for
4 papers
Asymptotics of the deformed higher order Airy-kernel determinants and applications
Jun Xia, Yi-Fan Hao, Shuai-Xia Xu +2
We study the one-parameter family of Fredholm determinants , , where stands for the integral operator acting on $L…
The Broad Optimality of Profile Maximum Likelihood
Yi Hao, Alon Orlitsky
We study three fundamental statistical-learning problems: distribution estimation, property estimation, and property testing. We establish the profile maximum likelihood (PML) esti…
Data Amplification: Instance-Optimal Property Estimation
Yi Hao, Alon Orlitsky
The best-known and most commonly used distribution-property estimation technique uses a plug-in estimator, with empirical frequency replacing the underlying distribution. We presen…
On Learning Markov Chains
Yi Hao, Alon Orlitsky, Venkatadheeraj Pichapati
The problem of estimating an unknown discrete distribution from its samples is a fundamental tenet of statistical learning. Over the past decade, it attracted significant research…