cs.NE · 2026-09-06 · No. 107
Neural and Evolutionary Computing, 2026-09-06.
1 new papers in cs.NE. Titles, authors,
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01 — The papers
1 entries-
01
Genetic Algorithms for Tractable Bayesian Network Fusion via Pre-Fusion Edge Pruning
Pablo Torrijos, José A. Gámez, José M. Puerta, Juan A. Aledo
cs.NE · cs.LG
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 scalability. Limited fusion mitigates this by pruning edges to control treewidth but risks overfitting to input-specific noise and omitting...
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