Paper "causal inference" Papers

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Conference

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Causally Consistent Normalizing Flow

Qingyang Zhou, Kangjie Lu, Meng Xu

AAAI 2025paperarXiv:2412.12401

Language Agents Mirror Human Causal Reasoning Biases. How Can We Help Them Think Like Scientists?

Anthony GX-Chen, Dongyan Lin, Mandana Samiei et al.

COLM 2025paper
2
citations

Learning Structural Causal Models from Ordering: Identifiable Flow Models

Minh Khoa Le, Kien Do, Truyen Tran

AAAI 2025paperarXiv:2412.09843

Testing Causal Models with Hidden Variables in Polynomial Delay via Conditional Independencies

Hyunchai Jeong, Adiba Ejaz, Jin Tian et al.

AAAI 2025paperarXiv:2409.14593
4
citations

Instrumental Variable Estimation for Causal Inference in Longitudinal Data with Time-Dependent Latent Confounders

Debo Cheng, Ziqi Xu, Jiuyong Li et al.

AAAI 2024paperarXiv:2312.07175
21
citations

Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured Noise

Augusto Santos, Diogo Rente, Rui Seabra et al.

AAAI 2024paperarXiv:2312.05974
7
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