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Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation

Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation

17 January 2025
Dongjie Wang
Yanyong Huang
Wangyang Ying
Haoyue Bai
Nanxu Gong
Xinyuan Wang
Sixun Dong
Tao Zhe
Kunpeng Liu
Meng Xiao
Pengfei Wang
P. Wang
Hui Xiong
Yanjie Fu
    LMTD
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Papers citing "Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation"

4 / 4 papers shown
Title
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
Nanxu Gong
Xinyuan Wang
Wangyang Ying
Haoyue Bai
Sixun Dong
Haifeng Chen
Yanjie Fu
LLMAG
60
0
0
30 Apr 2025
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
Xiaohan Huang
Dongjie Wang
Zhiyuan Ning
Ziyue Qiao
Qingqing Long
Haowei Zhu
Yi Du
Min-Ying Wu
Yuanchun Zhou
Meng Xiao
36
1
0
24 Apr 2025
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
Tianqi He
Xiaohan Huang
Yi Du
Qingqing Long
Ziyue Qiao
Min-Ying Wu
Yanjie Fu
Yuanchun Zhou
Meng Xiao
OffRL
93
2
0
26 Mar 2025
A Comprehensive Survey on Data Augmentation
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
95
21
0
15 May 2024
1