GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction

GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction

19 March 2025

Tung Sum Thomas Kwok

Papers citing "GReaTER: Generate Realistic Tabular data after data Enhancement and Reduction"

15 / 15 papers shown

Title
A Note on Statistically Accurate Tabular Data Generation Using Large Language Models Andrey Sidorenko 57 0 0 05 May 2025
Bridging the Gap between Different Vocabularies for LLM Ensemble Yangyifan Xu Jinliang Lu Jiajun Zhang 58 19 0 15 Apr 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 45 8 0 01 Jan 2024
Utility Theory of Synthetic Data Generation Shi Xu W. Sun Guang Cheng 108 5 0 17 May 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 57 7 0 28 Nov 2022
Language Models are Realistic Tabular Data Generators V. Borisov Kathrin Seßler Tobias Leemann Martin Pawelczyk Gjergji Kasneci LMTD 44 236 0 12 Oct 2022
Fund2Vec: Mutual Funds Similarity using Graph Learning Vipul K. Satone Dhruv Desai D. Mehta 26 15 0 24 Jun 2021
CTAB-GAN: Effective Table Data Synthesizing Zilong Zhao A. Kunar H. V. D. Scheer Robert Birke L. Chen CML 153 198 0 16 Feb 2021
Fidelity and Privacy of Synthetic Medical Data O. Mendelevitch M. Lesh 49 29 0 18 Jan 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 453 41,106 0 28 May 2020
A Non-Parametric Test to Detect Data-Copying in Generative Models Casey Meehan Kamalika Chaudhuri S. Dasgupta 40 63 0 12 Apr 2020
Modeling Tabular data using Conditional GAN Lei Xu Maria Skoularidou Alfredo Cuesta-Infante K. Veeramachaneni CML MU SyDa GAN 75 1,232 0 01 Jul 2019
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 156 479 0 09 Jun 2018
Modern hierarchical, agglomerative clustering algorithms Daniel Müllner 96 661 0 12 Sep 2011
SMOTE: Synthetic Minority Over-sampling Technique Nitesh Chawla Kevin W. Bowyer Lawrence Hall W. Kegelmeyer AI4TS 261 25,443 0 09 Jun 2011