Telling Peer Direct Effects from Indirect Effects in Observational Network Data

Xiaojing Du; Jiuyong Li; Debo Cheng; Lin Liu; Wentao Gao; Xiongren Chen; Ziqi Xu

2025 ICML ICML 2025

Telling Peer Direct Effects from Indirect Effects in Observational Network Data

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Xiaojing Du, Jiuyong Li, Debo Cheng, Lin Liu, Wentao Gao, Xiongren Chen, Ziqi Xu

Topics

Artificial Intelligence > Core AI > Causal Inference Machine Learning > Optimization & Theory > Learning Theory Data Science & Analytics > Applications > Social Media Analysis

Keywords

attention mechanism hilbert-schmidt independence criterion causal mediation analysis multi-layer graph neural networks peer direct effects peer indirect effects

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