Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks

12 January 2024

Papers citing "Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks"

8 / 8 papers shown

Title
Hyperbolic Graph Neural Networks: A Review of Methods and Applications Menglin Yang Min Zhou Zhihao Li Jiahong Liu Lujia Pan Hui Xiong Irwin King 50 53 0 28 Feb 2022
Graph Infomax Adversarial Learning for Treatment Effect Estimation with Networked Observational Data Zhixuan Chu S. Rathbun Sheng Li CML 31 48 0 05 Jun 2021
Causal Inference under Networked Interference and Intervention Policy Enhancement Yunpu Ma Volker Tresp CML 46 41 0 20 Feb 2020
Representation Tradeoffs for Hyperbolic Embeddings Christopher De Sa Albert Gu Christopher Ré Frederic Sala 177 411 0 10 Apr 2018
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 171 742 0 24 May 2017
Bayesian Inference of Individualized Treatment Effects using Multi-task Gaussian Processes Ahmed Alaa M. Schaar CML 135 302 0 10 Apr 2017
Learning Representations for Counterfactual Inference Fredrik D. Johansson Uri Shalit David Sontag CML OOD BDL 271 729 0 12 May 2016
Fast Computation of Wasserstein Barycenters Marco Cuturi Arnaud Doucet OT 86 740 0 16 Oct 2013