Measuring the quality of Synthetic data for use in competitions

29 June 2018

Papers citing "Measuring the quality of Synthetic data for use in competitions"

9 / 9 papers shown

Title
Critical Challenges and Guidelines in Evaluating Synthetic Tabular Data: A Systematic Review Nazia Nafis Inaki Esnaola Alvaro Martinez-Perez Maria-Cruz Villa-Uriol Venet Osmani LMTD 54 0 0 10 Apr 2025
Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators Narasimha Raghavan Mohammad Hossein Tabatabaei Severin Elvatun V. Vallevik S. Larønningen J. F. Nygård 40 2 0 12 May 2024
Utility Theory of Synthetic Data Generation Shi Xu W. Sun Guang Cheng 31 5 0 17 May 2023
Synthetic Data Generator for Adaptive Interventions in Global Health Aditya Rastogi J. F. Garamendi Ana Fernández del Río Anna Guitart Moiz Hassan Khan Dexian Tang África Periánez 42 0 0 03 Mar 2023
Towards a Taxonomy for the Use of Synthetic Data in Advanced Analytics Peter Kowalczyk Giacomo Welsch Frédéric Thiesse 36 2 0 05 Dec 2022
Synthetic Data -- what, why and how? James Jordon Lukasz Szpruch F. Houssiau M. Bottarelli Giovanni Cherubin Carsten Maple Samuel N. Cohen Adrian Weller 48 109 0 06 May 2022
Enabling Synthetic Data adoption in regulated domains Giorgio Visani Giacomo Graffi Mattia Alfero Enrico Bagli D. Capuzzo F. Chesani 30 7 0 13 Apr 2022
Differentially Private Synthetic Data: Applied Evaluations and Enhancements Lucas Rosenblatt Xiao-Yang Liu Samira Pouyanfar Eduardo de Leon Anuj M. Desai Joshua Allen SyDa 26 64 0 11 Nov 2020
Generating Multi-label Discrete Patient Records using Generative Adversarial Networks Edward Choi Siddharth Biswal B. Malin J. Duke Walter F. Stewart Jimeng Sun SyDa GAN 156 570 0 19 Mar 2017