Shuheng Zhou

activity

20072023

most citedHigh-dimensional covariance estimation based on Gaussian graphical models

93 citations · 457 across the 22 of their papers we have counts for

collaborators

Showing 2016Show all

2 papers · 1 filter

stat.ML2016

Errors-in-variables models with dependent measurements

Mark Rudelson, Shuheng Zhou

Suppose that we observe $y \in R^{n}$ and $X \in R^{n \times m}$ in the following errors-in-variables model: \begin{eqnarray*} y & = & X_0 β^* +ε\\ X & = & X_0 + W,…

stat.ML2016★ 4 cited

Joint mean and covariance estimation with unreplicated matrix-variate data

Michael Hornstein, Roger Fan, Kerby Shedden +1

It has been proposed that complex populations, such as those that arise in genomics studies, may exhibit dependencies among observations as well as among variables. This gives rise…