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

Torrijos, Pablo et al.
arXiv (All) · Papers
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machine-learningneural-and-evolutionary-computing
Bayesian Network (BN) fusion combines multiple input networks into a single structure, balancing dependency preservation with computational tractability. While unrestricted fusion retains all dependencies, it often results in overly complex networks with high treewidth, which affects inference scala
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