Generating Synthetic but Plausible Healthcare Record Datasets

4 July 2018

Papers citing "Generating Synthetic but Plausible Healthcare Record Datasets"

7 / 7 papers shown

Title
DP-2Stage: Adapting Language Models as Differentially Private Tabular Data Generators Tejumade Afonja Hui-Po Wang Raouf Kerkouche Mario Fritz SyDa 118 2 0 03 Dec 2024
A Correlation- and Mean-Aware Loss Function and Benchmarking Framework to Improve GAN-based Tabular Data Synthesis Minh H. Vu Daniel Edler C. Wibom Tommy Löfstedt Beatrice Melin M. Rosvall 35 2 0 27 May 2024
Synthetic Datasets for Program Similarity Research Alex Interrante-Grant Michael Wang Lisa Baer Ryan Whelan Tim Leek SyDa 41 1 0 06 May 2024
TabuLa: Harnessing Language Models for Tabular Data Synthesis Zilong Zhao Robert Birke Lydia Y. Chen LMTD 43 29 0 19 Oct 2023
On the Utility Recovery Incapability of Neural Net-based Differential Private Tabular Training Data Synthesizer under Privacy Deregulation Yucong Liu ChiHua Wang Guang Cheng 29 7 0 28 Nov 2022
FCT-GAN: Enhancing Table Synthesis via Fourier Transform Zilong Zhao Robert Birke L. Chen 27 7 0 12 Oct 2022
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 54 1,207 0 01 Jul 2019