Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models

@inproceedings{pub14105,
    author = {

Zecevic, Matej
 and 

Dhami, Devendra Singh
 and 

Karanam, Athresh
 and 

Natarajan, Sriraam
 and 

Kersting, Kristian
},
    editor = {

Ranzato, Marc'Aurelio
 and 

Beygelzimer, Alina
 and 

Dauphin, Yann N.
 and 

Liang, Percy
 and 

Vaughan, Jennifer Wortman
},
    title = {Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models},
    booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021. Neural Information Processing Systems (NeurIPS-2021), December 6-14},
    year = {2021},
    pages = {15019--15031},
    publisher = {Curran Associates, Inc.}
}