490 citations · 3.5k across the 123 of their papers we have counts for
3 papers · 2 filters
A statistical framework for differential privacy
Larry Wasserman, Shuheng Zhou
One goal of statistical privacy research is to construct a data release mechanism that protects individual privacy while preserving information content. An example is a {\em random…
On the path density of a gradient field
Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli +1
We consider the problem of reliably finding filaments in point clouds. Realistic data sets often have numerous filaments of various sizes and shapes. Statistical techniques exist f…
Rodeo: Sparse, greedy nonparametric regression
John Lafferty, Larry Wasserman
We present a greedy method for simultaneously performing local bandwidth selection and variable selection in nonparametric regression. The method starts with a local linear estimat…