63 citations · 72 across the 2 of their papers we have counts for
2 papers
math.ST2009★ 63 cited
Adaptive Lasso for High Dimensional Regression and Gaussian Graphical Modeling
Shuheng Zhou, Sara van de Geer, Peter Bühlmann
We show that the two-stage adaptive Lasso procedure (Zou, 2006) is consistent for high-dimensional model selection in linear and Gaussian graphical models. Our conditions for consi…
stat.ML2009★ 9 cited
Differential Privacy with Compression
Shuheng Zhou, Katrina Ligett, Larry Wasserman
This work studies formal utility and privacy guarantees for a simple multiplicative database transformation, where the data are compressed by a random linear or affine transformati…