Spotlight "causal inference" Papers

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Conference

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Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

DeCaFlow: A deconfounding causal generative model

Alejandro Almodóvar, Adrián Javaloy, Juan Parras et al.

NEURIPS 2025spotlightarXiv:2503.15114

Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics

Sean McGrath, Debarghya Mukherjee, Rajarshi Mukherjee et al.

NEURIPS 2025spotlightarXiv:2509.25536

Practical do-Shapley Explanations with Estimand-Agnostic Causal Inference

Álvaro Parafita, Tomas Garriga, Axel Brando et al.

NEURIPS 2025spotlightarXiv:2509.20211
1
citations

DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation

Yinjun Wu, Mayank Keoliya, Kan Chen et al.

ICML 2024spotlightarXiv:2406.00611
3
citations

Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders

Zhiheng Zhang

ICML 2024spotlight