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Causal discovery under a confounder blanket


May 11, 2022
David Watson, Ricardo Silva

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Stochastic Causal Programming for Bounding Treatment Effects


Feb 22, 2022
Kirtan Padh, Jakob Zeitler, David Watson, Matt Kusner, Ricardo Silva, Niki Kilbertus

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Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice


Mar 27, 2021
David Watson, Limor Gultchin, Ankur Taly, Luciano Floridi

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Causal Feature Learning for Utility-Maximizing Agents


Jun 06, 2020
David Kinney, David Watson

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