Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities

9 March 2025

Papers citing "Causality Enhanced Origin-Destination Flow Prediction in Data-Scarce Cities"

12 / 12 papers shown

Title
Ordering-Based Causal Discovery with Reinforcement Learning Xiaoqiang Wang Yali Du Shengyu Zhu Liangjun Ke Zhitang Chen Jianye Hao Jun Wang CML 81 64 0 14 May 2021
Learning Geo-Contextual Embeddings for Commuting Flow Prediction Zhicheng Liu Fabio Miranda Weiting Xiong Junyan Yang Qiao Wang Claudio T. Silva AI4TS 79 73 0 04 May 2020
Reinforcement Learning for Combinatorial Optimization: A Survey Nina Mazyavkina S. Sviridov Sergei Ivanov Evgeny Burnaev 126 625 0 07 Mar 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 552 10,591 0 17 Feb 2020
Causal Discovery with Reinforcement Learning Shengyu Zhu Ignavier Ng Zhitang Chen CML 89 241 0 11 Jun 2019
A Machine Learning Approach to Modeling Human Migration Caleb Robinson B. Dilkina 78 94 0 15 Nov 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 486 20,265 0 30 Oct 2017
Deep Mutual Learning Ying Zhang Tao Xiang Timothy M. Hospedales Huchuan Lu FedML 155 1,656 0 01 Jun 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 225 749 0 24 May 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 160 1,494 0 29 Nov 2016
A Widely Applicable Bayesian Information Criterion Sumio Watanabe 103 787 0 31 Aug 2012
Ordering-Based Search: A Simple and Effective Algorithm for Learning Bayesian Networks M. Teyssier D. Koller 172 375 0 04 Jul 2012