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Improving Differentially Private Models with Active Learning

Improving Differentially Private Models with Active Learning

2 October 2019
Zhengli Zhao
Nicolas Papernot
Sameer Singh
N. Polyzotis
Augustus Odena
    SyDa
ArXiv (abs)PDFHTML

Papers citing "Improving Differentially Private Models with Active Learning"

2 / 2 papers shown
Title
Differentially Private Active Learning: Balancing Effective Data Selection and Privacy
Differentially Private Active Learning: Balancing Effective Data Selection and Privacy
Kristian Schwethelm
Johannes Kaiser
Jonas Kuntzer
Mehmet Yigitsoy
Daniel Rueckert
Georgios Kaissis
131
0
0
01 Oct 2024
Differentially Private Language Models Benefit from Public Pre-training
Differentially Private Language Models Benefit from Public Pre-training
Gavin Kerrigan
Dylan Slack
Jens Tuyls
93
57
0
13 Sep 2020
1