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Home/Authors/Hazhir Aliahmadi

Hazhir Aliahmadi

1 indexed paper

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26

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Frequent co-authors

Irina Babayan1×
Greg van Anders1×

Research Timeline

2026
Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs

This paper introduces an entropy-based method to generate multiple plausible causal maps (atlases) that accurately reflect the inherent structural ambiguity in complex systems, moving beyond single, optimized causal models.

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Papers

cs.LGstat.MLRecentJun 4, 2026

Causal Atlases from Entropic Inference: Bayesian Networks beyond Optimal DAGs

Hazhir Aliahmadi, Irina Babayan, Greg van Anders

This paper introduces an entropy-based method to generate multiple plausible causal maps (atlases) that accurately reflect the inherent structural ambiguity in complex systems, moving beyond single, o…

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