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Atalanti A. Mastakouri

Amazon Research Tuebingen

Assumption violations in causal discovery and the robustness of score matching

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Oct 20, 2023
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Tightening Bounds on Probabilities of Causation By Merging Datasets

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Oct 12, 2023
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Beyond Single-Feature Importance with ICECREAM

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Jul 19, 2023
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Self-Compatibility: Evaluating Causal Discovery without Ground Truth

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Jul 18, 2023
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Toward Falsifying Causal Graphs Using a Permutation-Based Test

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May 16, 2023
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Bounding probabilities of causation through the causal marginal problem

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Apr 04, 2023
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DoWhy-GCM: An extension of DoWhy for causal inference in graphical causal models

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Jun 14, 2022
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Necessary and sufficient conditions for causal feature selection in time series with latent common causes

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Jun 10, 2020
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