Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

6 March 2024

Papers citing "Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent"

6 / 6 papers shown

Title
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
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation Dongjie Wang Yanyong Huang Wangyang Ying Haoyue Bai Nanxu Gong ... Meng Xiao Pengfei Wang P. Wang Hui Xiong Yanjie Fu LMTD 40 5 0 17 Jan 2025
Reinforcement Feature Transformation for Polymer Property Performance Prediction Xuanming Hu Dongjie Wang Wangyang Ying Yanjie Fu 16 6 0 23 Sep 2024
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation Nanxu Gong Wangyang Ying Dongjie Wang Yanjie Fu 24 5 0 26 Apr 2024
Feature Selection as Deep Sequential Generative Learning Wangyang Ying Dongjie Wang Haifeng Chen Yanjie Fu 36 7 0 06 Mar 2024
Efficient Reinforced Feature Selection via Early Stopping Traverse Strategy Kunpeng Liu Pengfei Wang Dongjie Wang Wan Du Dapeng Oliver Wu Yanjie Fu 73 17 0 29 Sep 2021