1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2023
Online Robust Mean Estimation
Daniel M. Kane, Ilias Diakonikolas, Hanshen Xiao +1
We study the problem of high-dimensional robust mean estimation in an online setting. Specifically, we consider a scenario where sensors are measuring some common, ongoing phen…
cs.CR2023★ 1 cited
Geometry of Sensitivity: Twice Sampling and Hybrid Clipping in Differential Privacy with Optimal Gaussian Noise and Application to Deep Learning
Hanshen Xiao, Jun Wan, Srinivas Devadas
We study the fundamental problem of the construction of optimal randomization in Differential Privacy. Depending on the clipping strategy or additional properties of the processing…