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The Challenge of Differentially Private Screening Rules

The Challenge of Differentially Private Screening Rules

18 March 2023
Amol Khanna
Fred Lu
Edward Raff
ArXiv (abs)PDFHTML

Papers citing "The Challenge of Differentially Private Screening Rules"

6 / 6 papers shown
Title
Position: Challenges and Opportunities for Differential Privacy in the
  U.S. Federal Government
Position: Challenges and Opportunities for Differential Privacy in the U.S. Federal Government
Amol Khanna
Adam McCormick
A. Nguyen
Chris Aguirre
Edward Raff
64
0
0
21 Oct 2024
Feature Selection from Differentially Private Correlations
Feature Selection from Differentially Private Correlations
Ryan Swope
Amol Khanna
Philip Doldo
Saptarshi Roy
Edward Raff
89
3
0
20 Aug 2024
Better Locally Private Sparse Estimation Given Multiple Samples Per User
Better Locally Private Sparse Estimation Given Multiple Samples Per User
Yuheng Ma
Ke Jia
Hanfang Yang
FedML
85
1
0
08 Aug 2024
High-Dimensional Distributed Sparse Classification with Scalable
  Communication-Efficient Global Updates
High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates
Fred Lu
Ryan R. Curtin
Edward Raff
Francis Ferraro
James Holt
61
1
0
08 Jul 2024
SoK: A Review of Differentially Private Linear Models For
  High-Dimensional Data
SoK: A Review of Differentially Private Linear Models For High-Dimensional Data
Amol Khanna
Edward Raff
Nathan Inkawhich
85
4
0
01 Apr 2024
Scaling Up Differentially Private LASSO Regularized Logistic Regression
  via Faster Frank-Wolfe Iterations
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations
Edward Raff
Amol Khanna
Fred Lu
65
7
0
30 Oct 2023
1