Enabling Synthetic Data adoption in regulated domains

13 April 2022

Papers citing "Enabling Synthetic Data adoption in regulated domains"

5 / 5 papers shown

Title
Data-driven Energy Consumption Modelling for Electric Micromobility using an Open Dataset Yue Ding Sen Yan M. Shah Hongyuan Fang Ji Li Mingming Liu 12 3 0 26 Mar 2024
Downstream Task-Oriented Generative Model Selections on Synthetic Data Training for Fraud Detection Models Yinan Cheng ChiHua Wang Vamsi K. Potluru T. Balch Guang Cheng 31 7 0 01 Jan 2024
Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective Din-Yin Hsieh ChiHua Wang Guang Cheng AI4TS 26 5 0 01 Jan 2024
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
How Faithful is your Synthetic Data? Sample-level Metrics for Evaluating and Auditing Generative Models Ahmed Alaa B. V. Breugel Evgeny S. Saveliev M. Schaar 59 186 0 17 Feb 2021