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Thijs van Ommen

Optimal Causal Representations and the Causal Information Bottleneck

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Oct 02, 2024
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Efficiently Deciding Algebraic Equivalence of Bow-Free Acyclic Path Diagrams

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Jun 10, 2024
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Fundamental Properties of Causal Entropy and Information Gain

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Feb 02, 2024
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Causal Entropy and Information Gain for Measuring Causal Control

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Sep 14, 2023
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Graphical Representations for Algebraic Constraints of Linear Structural Equations Models

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Aug 01, 2022
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Domain Adaptation by Using Causal Inference to Predict Invariant Conditional Distributions

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Oct 29, 2018
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Algebraic Equivalence of Linear Structural Equation Models

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Jul 10, 2018
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Combining predictions from linear models when training and test inputs differ

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Jun 24, 2014
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