Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent
Fuente:
arXiv
Guardado en:
| Autores principales: | Wang, Xinyuan, Wang, Dongjie, Ying, Wangyang, Xie, Rui, Chen, Haifeng, Fu, Yanjie |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
por: Ying, Wangyang, et al.
Publicado: (2024)
por: Ying, Wangyang, et al.
Publicado: (2024)
Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2026)
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2026)
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search
por: Liu, Rui, et al.
Publicado: (2025)
por: Liu, Rui, et al.
Publicado: (2025)
Feature Selection as Deep Sequential Generative Learning
por: Ying, Wangyang, et al.
Publicado: (2024)
por: Ying, Wangyang, et al.
Publicado: (2024)
Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
por: Gong, Nanxu, et al.
Publicado: (2025)
por: Gong, Nanxu, et al.
Publicado: (2025)
Bridging the Domain Gap in Equation Distillation with Reinforcement Feedback
por: Ying, Wangyang, et al.
Publicado: (2025)
por: Ying, Wangyang, et al.
Publicado: (2025)
Topology-aware Reinforcement Feature Space Reconstruction for Graph Data
por: Ying, Wangyang, et al.
Publicado: (2024)
por: Ying, Wangyang, et al.
Publicado: (2024)
Neuro-Symbolic Embedding for Short and Effective Feature Selection via Autoregressive Generation
por: Gong, Nanxu, et al.
Publicado: (2024)
por: Gong, Nanxu, et al.
Publicado: (2024)
Reinforcement Feature Transformation for Polymer Property Performance Prediction
por: Hu, Xuanming, et al.
Publicado: (2024)
por: Hu, Xuanming, et al.
Publicado: (2024)
Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration
por: Ying, Wangyang, et al.
Publicado: (2024)
por: Ying, Wangyang, et al.
Publicado: (2024)
A Survey on Data-Centric AI: Tabular Learning from Reinforcement Learning and Generative AI Perspective
por: Ying, Wangyang, et al.
Publicado: (2025)
por: Ying, Wangyang, et al.
Publicado: (2025)
LLM-ML Teaming: Integrated Symbolic Decoding and Gradient Search for Valid and Stable Generative Feature Transformation
por: Wang, Xinyuan, et al.
Publicado: (2025)
por: Wang, Xinyuan, et al.
Publicado: (2025)
Permutation-Invariant Representation Learning for Robust and Privacy-Preserving Feature Selection
por: Liu, Rui, et al.
Publicado: (2025)
por: Liu, Rui, et al.
Publicado: (2025)
Causally-Guided Diffusion for Stable Feature Selection
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2026)
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2026)
Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation
por: Wang, Dongjie, et al.
Publicado: (2025)
por: Wang, Dongjie, et al.
Publicado: (2025)
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
por: Gong, Nanxu, et al.
Publicado: (2025)
por: Gong, Nanxu, et al.
Publicado: (2025)
Data-Efficient Symbolic Regression via Foundation Model Distillation
por: Ying, Wangyang, et al.
Publicado: (2025)
por: Ying, Wangyang, et al.
Publicado: (2025)
Autonomous Data Agents: A New Opportunity for Smart Data
por: Fu, Yanjie, et al.
Publicado: (2025)
por: Fu, Yanjie, et al.
Publicado: (2025)
Enhanced Gene Selection in Single-Cell Genomics: Pre-Filtering Synergy and Reinforced Optimization
por: Zhang, Weiliang, et al.
Publicado: (2024)
por: Zhang, Weiliang, et al.
Publicado: (2024)
Sim2Act: Robust Simulation-to-Decision Learning via Adversarial Calibration and Group-Relative Perturbation
por: Cao, Hongyu, et al.
Publicado: (2026)
por: Cao, Hongyu, et al.
Publicado: (2026)
Evolving Demonstration Optimization for Chain-of-Thought Feature Transformation
por: Wang, Xinyuan, et al.
Publicado: (2026)
por: Wang, Xinyuan, et al.
Publicado: (2026)
Incremental Causal Graph Learning for Online Cyberattack Detection in Cyber-Physical Infrastructures
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2025)
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2025)
Supply Chain Optimization via Generative Simulation and Iterative Decision Policies
por: Bai, Haoyue, et al.
Publicado: (2025)
por: Bai, Haoyue, et al.
Publicado: (2025)
Heterogeneous Multi-Agent Reinforcement Learning with Attention for Cooperative and Scalable Feature Transformation
por: Zhe, Tao, et al.
Publicado: (2025)
por: Zhe, Tao, et al.
Publicado: (2025)
Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation
por: Gong, Nanxu, et al.
Publicado: (2025)
por: Gong, Nanxu, et al.
Publicado: (2025)
Knoop: Practical Enhancement of Knockoff with Over-Parameterization for Variable Selection
por: Zhang, Xiaochen, et al.
Publicado: (2025)
por: Zhang, Xiaochen, et al.
Publicado: (2025)
Pre-training with Synthetic Data Helps Offline Reinforcement Learning
por: Wang, Zecheng, et al.
Publicado: (2023)
por: Wang, Zecheng, et al.
Publicado: (2023)
Evolutionary Large Language Model for Automated Feature Transformation
por: Gong, Nanxu, et al.
Publicado: (2024)
por: Gong, Nanxu, et al.
Publicado: (2024)
Collaborative Multi-Agent Reinforcement Learning for Automated Feature Transformation with Graph-Driven Path Optimization
por: Huang, Xiaohan, et al.
Publicado: (2025)
por: Huang, Xiaohan, et al.
Publicado: (2025)
Generative AI Meets Future Cities: Towards an Era of Autonomous Urban Intelligence
por: Wang, Dongjie, et al.
Publicado: (2023)
por: Wang, Dongjie, et al.
Publicado: (2023)
FastFT: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
por: He, Tianqi, et al.
Publicado: (2025)
por: He, Tianqi, et al.
Publicado: (2025)
LEMMA-RCA: A Large Multi-modal Multi-domain Dataset for Root Cause Analysis
por: Zheng, Lecheng, et al.
Publicado: (2024)
por: Zheng, Lecheng, et al.
Publicado: (2024)
Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
por: Wang, Xinyuan, et al.
Publicado: (2025)
por: Wang, Xinyuan, et al.
Publicado: (2025)
Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning
por: Azim, Ehtesamul, et al.
Publicado: (2025)
por: Azim, Ehtesamul, et al.
Publicado: (2025)
Cross-domain Random Pre-training with Prototypes for Reinforcement Learning
por: Liu, Xin, et al.
Publicado: (2023)
por: Liu, Xin, et al.
Publicado: (2023)
Gene Regulatory Network Inference from Pre-trained Single-Cell Transcriptomics Transformer with Joint Graph Learning
por: Kommu, Sindhura, et al.
Publicado: (2024)
por: Kommu, Sindhura, et al.
Publicado: (2024)
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks
por: Zhao, Zhe, et al.
Publicado: (2024)
por: Zhao, Zhe, et al.
Publicado: (2024)
Pre-training Feature Guided Diffusion Model for Speech Enhancement
por: Yang, Yiyuan, et al.
Publicado: (2024)
por: Yang, Yiyuan, et al.
Publicado: (2024)
Reinforcing Language Agents via Policy Optimization with Action Decomposition
por: Wen, Muning, et al.
Publicado: (2024)
por: Wen, Muning, et al.
Publicado: (2024)
Task-Agnostic Pre-training and Task-Guided Fine-tuning for Versatile Diffusion Planner
por: Fan, Chenyou, et al.
Publicado: (2024)
por: Fan, Chenyou, et al.
Publicado: (2024)
Ejemplares similares
-
Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
por: Ying, Wangyang, et al.
Publicado: (2024) -
Causally-Guided Automated Feature Engineering with Multi-Agent Reinforcement Learning
por: Malarkkan, Arun Vignesh, et al.
Publicado: (2026) -
Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search
por: Liu, Rui, et al.
Publicado: (2025) -
Feature Selection as Deep Sequential Generative Learning
por: Ying, Wangyang, et al.
Publicado: (2024) -
Agentic Feature Augmentation: Unifying Selection and Generation with Teaming, Planning, and Memories
por: Gong, Nanxu, et al.
Publicado: (2025)