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

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

20 February 2021
Matej Zečević
D. Dhami
Athresh Karanam
S. Natarajan
Kristian Kersting
    CML
    TPM
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Papers citing "Interventional Sum-Product Networks: Causal Inference with Tractable Probabilistic Models"

3 / 3 papers shown
Title
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges
Pearl Causal Hierarchy on Image Data: Intricacies & Challenges
Matej Zečević
Moritz Willig
D. Dhami
Kristian Kersting
18
0
0
23 Dec 2022
The Causal Loss: Driving Correlation to Imply Causation
The Causal Loss: Driving Correlation to Imply Causation
Moritz Willig
Matej Zečević
D. Dhami
Kristian Kersting
CML
OOD
17
2
0
22 Oct 2021
A Taxonomy for Inference in Causal Model Families
A Taxonomy for Inference in Causal Model Families
Matej Zevcević
D. Dhami
Kristian Kersting
11
1
0
22 Oct 2021
1