Pablo Torrijos

SEP 9, 2026 · PREPRINT

Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms

arXiv

This is a preprint on a computational method without clinical validation, patient data, or evidence of applicability to medical practice; the source does not establish whether the approach has clinical or scientific utility.

SEP 3, 2026 · PREPRINT

Federated Causal Discovery via Regression-Directed Cumulants

arXiv

This is a methodological paper presenting new computational algorithms for federated causal discovery; it reports numerical experiments on simulated data but does not test clinical or real-world outcomes, and lacks peer review.

SEP 3, 2026 · PREPRINT

Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning

arXiv

This is a computational methods paper presenting algorithmic innovations for Bayesian network fusion without clinical validation, human studies, or real-world evidence of health impact.