Enhancing Tabular Data Optimization with a Flexible Graph-based
Reinforced Exploration Strategy

Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy

11 June 2024

Min Wu

Meng Xiao

Papers citing "Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy"

8 / 8 papers shown

Title
Reinforcement-Enhanced Autoregressive Feature Transformation: Gradient-steered Search in Continuous Space for Postfix Expressions Dongjie Wang Meng Xiao Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 65 19 0 24 Sep 2023
Traceable Group-Wise Self-Optimizing Feature Transformation Learning: A Dual Optimization Perspective Meng Xiao Dongjie Wang Min-Ying Wu Kunpeng Liu Hui Xiong Yuanchun Zhou Yanjie Fu 47 19 0 29 Jun 2023
Beyond Discrete Selection: Continuous Embedding Space Optimization for Generative Feature Selection Meng Xiao Dongjie Wang Min-Ying Wu P. Wang Yuanchun Zhou Yanjie Fu 64 23 0 26 Feb 2023
Group-wise Reinforcement Feature Generation for Optimal and Explainable Representation Space Reconstruction Dongjie Wang Yanjie Fu Kunpeng Liu Xiaolin Li Yan Solihin 37 31 0 28 May 2022
Deep Neural Networks and Tabular Data: A Survey V. Borisov Tobias Leemann Kathrin Seßler Johannes Haug Martin Pawelczyk Gjergji Kasneci LMTD 70 663 0 05 Oct 2021
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 118 42,038 0 03 Dec 2019
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 123 4,772 0 17 Mar 2017
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 132 12,384 0 24 Jun 2012