Graph-Based Methods for Discrete Choice

23 May 2022

Papers citing "Graph-Based Methods for Discrete Choice"

16 / 16 papers shown

Title
Choice Set Confounding in Discrete Choice K. Tomlinson J. Ugander Austin R. Benson CML 33 4 0 17 May 2021
A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations Junteng Jia Austin R. Benson 47 29 0 19 Jan 2021
Combining Label Propagation and Simple Models Out-performs Graph Neural Networks Qian Huang Horace He Abhay Singh Ser-Nam Lim Austin R. Benson 74 283 0 27 Oct 2020
Mixed Logit Models and Network Formation Harsh Gupta M. A. Porter 27 6 0 30 Jun 2020
Understanding and Resolving Performance Degradation in Graph Convolutional Networks Kuangqi Zhou Yanfei Dong Kaixin Wang W. Lee Bryan Hooi Huan Xu Jiashi Feng GNN BDL 103 91 0 12 Jun 2020
Preference Modeling with Context-Dependent Salient Features Amanda Bower Laura Balzano 40 12 0 22 Feb 2020
LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation Xiangnan He Kuan Deng Xiang Wang Yan Li Yongdong Zhang Meng Wang GNN 172 3,624 0 06 Feb 2020
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 391 42,299 0 03 Dec 2019
Predicting Choice with Set-Dependent Aggregation Nir Rosenfeld Kojin Oshiba Yaron Singer 42 17 0 14 Jun 2019
Simplifying Graph Convolutional Networks Felix Wu Tianyi Zhang Amauri Souza Christopher Fifty Tao Yu Kilian Q. Weinberger GNN 216 3,168 0 19 Feb 2019
Discovering Context Effects from Raw Choice Data Arjun Seshadri A. Peysakhovich J. Ugander 28 24 0 08 Feb 2019
A Comprehensive Survey on Graph Neural Networks Zonghan Wu Shirui Pan Fengwen Chen Guodong Long Chengqi Zhang Philip S. Yu FaML GNN AI4TS AI4CE 674 8,496 0 03 Jan 2019
How Powerful are Graph Neural Networks? Keyulu Xu Weihua Hu J. Leskovec Stefanie Jegelka GNN 224 7,623 0 01 Oct 2018
SHOPPER: A Probabilistic Model of Consumer Choice with Substitutes and Complements Francisco J. R. Ruiz Susan Athey David M. Blei 340 85 0 09 Nov 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 587 28,999 0 09 Sep 2016
Composite Social Network for Predicting Mobile Apps Installation Wei Pan Nadav Aharony Alex Pentland 57 125 0 02 Jun 2011