Dominik Janzing
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2
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Research Timeline
2026
Evaluating Bivariate Causal Statements Based on Mutual Compatibility
The paper introduces novel compatibility and incompatibility scores to evaluate collections of bivariate causal statements, providing a way to assess causal claims when ground truth is unavailable.
Formalizing and falsifying causal pathways of rare events
The paper formalizes the concept of a causal pathway for rare events, showing that testable implications can be derived solely from this pathway abstraction, simplifying complex causal modeling.
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Papers
cs.AIRecentMay 29, 2026
Evaluating Bivariate Causal Statements Based on Mutual Compatibility
The paper introduces novel compatibility and incompatibility scores to evaluate collections of bivariate causal statements, providing a way to assess causal claims when ground truth is unavailable.
View →
cs.AIRecentMay 29, 2026