Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI

31 July 2024

Papers citing "Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI"

6 / 6 papers shown

Title
FeatNavigator: Automatic Feature Augmentation on Tabular Data Jiaming Liang Chuan Lei Xiao Qin Jiani Zhang Asterios Katsifodimos Christos Faloutsos Huzefa Rangwala 23 1 0 13 Jun 2024
A Comprehensive Survey on Data Augmentation Zaitian Wang Pengfei Wang Kunpeng Liu Pengyang Wang Yanjie Fu Chang-Tien Lu Charu Aggarwal Jian Pei Yuanchun Zhou ViT 69 263 0 15 May 2024
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge Yunxiang Li Zihan Li Kai Zhang Ruilong Dan Steven Jiang You Zhang LM&MA AI4MH 95 179 0 24 Mar 2023
STaSy: Score-based Tabular data Synthesis Jayoung Kim C. Lee Noseong Park DiffM 32 32 0 08 Oct 2022
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 98 358 0 09 Jun 2018
MissForest - nonparametric missing value imputation for mixed-type data D. Stekhoven Peter Buhlmann 145 3,523 0 04 May 2011