5 citations · 6 across the 3 of their papers we have counts for
3 papers
stat.ME2021★ 1 cited
Robust Inference for High-Dimensional Linear Models via Residual Randomization
Y. Samuel Wang, Si Kai Lee, Panos Toulis +1
We propose a residual randomization procedure designed for robust Lasso-based inference in the high-dimensional setting. Compared to earlier work that focuses on sub-Gaussian error…
stat.ML2019★ 5 cited
Direct Estimation of Differential Functional Graphical Models
Boxin Zhao, Y. Samuel Wang, Mladen Kolar
We consider the problem of estimating the difference between two functional undirected graphical models with shared structures. In many applications, data are naturally regarded as…
stat.CO2017
Empirical Likelihood for Linear Structural Equation Models with Dependent Errors
Y. Samuel Wang, Mathias Drton
We consider linear structural equation models that are associated with mixed graphs. The structural equations in these models only involve observed variables, but their idiosyncrat…