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A Look into Causal Effects under Entangled Treatment in Graphs:
  Investigating the Impact of Contact on MRSA Infection

A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection

Knowledge Discovery and Data Mining (KDD), 2023
17 July 2023
Jing Ma
Chen Chen
A. Vullikanti
Ritwick Mishra
Gregory R. Madden
Daniel Borrajo
Jundong Li
    CML
ArXiv (abs)PDFHTML

Papers citing "A Look into Causal Effects under Entangled Treatment in Graphs: Investigating the Impact of Contact on MRSA Infection"

3 / 3 papers shown
Title
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization
Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization
Kexin Zhao
Bo Wang
Cuiying Zhao
Tongyao Wan
101
0
0
04 Aug 2025
Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal
  Inference in Networks
Causal GNNs: A GNN-Driven Instrumental Variable Approach for Causal Inference in Networks
Xiaojing Du
Feiyu Yang
Wentao Gao
Xiongren Chen
CML
193
2
0
13 Sep 2024
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for
  Spatiotemporal Time Series Imputation
CASPER: Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series ImputationInternational Conference on Information and Knowledge Management (CIKM), 2024
Baoyu Jing
Dawei Zhou
Kan Ren
Carl Yang
CMLAI4TS
285
18
0
18 Mar 2024
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