2024 "causal effect estimation" Papers

8 papers found

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Conference

AAAI 2025 (3,028)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NeurIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Automating the Selection of Proxy Variables of Unmeasured Confounders

Feng Xie, Zhengming Chen, Shanshan Luo et al.

ICML 2024spotlight

Conditional Common Entropy for Instrumental Variable Testing and Partial Identification

Ziwei Jiang, Murat Kocaoglu

ICML 2024poster

Doubly Robust Causal Effect Estimation under Networked Interference via Targeted Learning

Weilin Chen, Ruichu Cai, Zeqin Yang et al.

ICML 2024poster

Evaluating Instrument Validity using the Principle of Independent Mechanisms

Patrick F. Burauel

ICML 2024poster

Identifiability of Direct Effects from Summary Causal Graphs

Simon Ferreira, Charles Assaad

AAAI 2024paperarXiv:2306.16958
13
citations

Learning Decision Policies with Instrumental Variables through Double Machine Learning

Bill Daqian Shao, Ashkan Soleymani, Francesco Quinzan et al.

ICML 2024poster

NESTER: An Adaptive Neurosymbolic Method for Causal Effect Estimation

Abbvavaram Gowtham Reddy, Vineeth N Balasubramanian

AAAI 2024paperarXiv:2211.04370
1
citations

On Online Experimentation without Device Identifiers

Shiv Shankar, Ritwik Sinha, Madalina Fiterau

ICML 2024poster