2025 Spotlight "causal inference" Papers

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Conference

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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