Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge

Abhin Shah, Karthikeyan Shanmugam, Kartik Ahuja. Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge. In Gustau Camps-Valls, Francisco J. R. Ruiz, Isabel Valera, editors, International Conference on Artificial Intelligence and Statistics, AISTATS 2022, 28-30 March 2022, Virtual Event. Volume 151 of Proceedings of Machine Learning Research, pages 5538-5562, PMLR, 2022. [doi]

Authors

Abhin Shah

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Karthikeyan Shanmugam

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Kartik Ahuja

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