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DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators

DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators

3 December 2024
Tejumade Afonja
Hui-Po Wang
Raouf Kerkouche
Mario Fritz
    SyDa
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Papers citing "DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators"

2 / 2 papers shown
Title
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead
Viktor Schlegel
Anil A Bharath
Zilong Zhao
Kevin Yee
54
0
0
26 Mar 2025
Is API Access to LLMs Useful for Generating Private Synthetic Tabular Data?
Marika Swanberg
Ryan McKenna
Edo Roth
Albert Cheu
Peter Kairouz
53
0
0
10 Feb 2025
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