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Causal Explanations and XAI



Sander Beckers

* To appear in Causal Learning and Reasoning 2022 

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Causal Sufficiency and Actual Causation



Sander Beckers


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The Counterfactual NESS Definition of Causation



Sander Beckers

* Preprint of accepted AAAI2021 paper 

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Equivalent Causal Models



Sander Beckers

* Preprint of accepted AAAI2021 paper 

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Approximate Causal Abstraction



Sander Beckers , Frederick Eberhardt , Joseph Y. Halpern

* Appears in UAI-2019 

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Abstracting Causal Models



Sander Beckers , Joseph Y. Halpern

* Appears in AAAI-19 

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Towards a General Framework for Actual Causation Using CP-logic



Sander Beckers , Joost Vennekens

* http://ceur-ws.org/Vol-1413/ 

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Combining Probabilistic, Causal, and Normative Reasoning in CP-logic



Sander Beckers , Joost Vennekens


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