Paper "observational data" Papers

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Learning Structural Causal Models from Ordering: Identifiable Flow Models

Minh Khoa Le, Kien Do, Truyen Tran

AAAI 2025paperarXiv:2412.09843

Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing

Lokesh Nagalapatti, Akshay Iyer, Abir De et al.

AAAI 2024paperarXiv:2401.15447
12
citations

Federated Causality Learning with Explainable Adaptive Optimization

Dezhi Yang, Xintong He, Jun Wang et al.

AAAI 2024paperarXiv:2312.05540
13
citations

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Abbvavaram Gowtham Reddy, Vineeth N Balasubramanian

AAAI 2024paperarXiv:2211.04370
1
citations

Probabilities of Causation with Nonbinary Treatment and Effect

Ang Li, Judea Pearl

AAAI 2024paperarXiv:2208.09568
34
citations

s-ID: Causal Effect Identification in a Sub-population

Amir Mohammad Abouei, Ehsan Mokhtarian, Negar Kiyavash

AAAI 2024paperarXiv:2309.02281
4
citations