Learning Individual Causal Effects from Networked Observational Data

Author:

Guo Ruocheng1,Li Jundong2,Liu Huan1

Affiliation:

1. Arizona State University, Tempe, AZ, USA

2. University of Virginia, Charlottesville, VA, USA

Funder

National Science Foundation

Army Research Laboratory

Publisher

ACM

Reference38 articles.

1. Leo Breiman. 2001. Random forests. Machine learning Vol. 45 1 (2001) 5--32. Leo Breiman. 2001. Random forests. Machine learning Vol. 45 1 (2001) 5--32.

2. Joan Bruna Wojciech Zaremba Arthur Szlam and Yann LeCun. 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 (2013). Joan Bruna Wojciech Zaremba Arthur Szlam and Yann LeCun. 2013. Spectral networks and locally connected networks on graphs. arXiv preprint arXiv:1312.6203 (2013).

3. BART: Bayesian additive regression trees

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