Oct 12, 2022 · We propose a Fourier conditional tabular generative adversarial network (FCT-GAN). We introduce feature tokenization and Fourier networks to construct a ...

Oct 21, 2023 · To address the above problems, we propose FCT-GAN the first conditional tabular GAN to adopt Fourier networks into table synthesis. FCT-GAN ...

Oct 25, 2023 · ABSTRACT. An alternative method for sharing knowledge while complying with strict data access regulations, such as the European General.

Oct 12, 2022 · Extensive evaluation on benchmarks and real-world data shows that FCT-GAN can synthesize tabular data with high machine learning utility (up to.

Oct 25, 2023 · ABSTRACT. An alternative method for sharing knowledge while complying with strict data access regulations, such as the European General.

We introduce feature tokenization and Fourier networks to construct a transformer-style generator and discriminator, and capture both local and global ...

A Fourier conditional tabular generative adversarial network (FCT-GAN) is proposed that can synthesize tabular data with high machine learning utility and ...

FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform ... CTAB-GAN: Effective Table Data Synthesizing. Zilong Zhao; Aditya Kunar ...

This code is for paper FCT-GAN: Enhancing Table Synthesis via Fourier Transform , which is published in CIKM 2023. Structure. Real_Datasets Location of ...

Publication Results. FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. Publication type: Conference Proceeding.