most citedFedGES: A Federated Learning Approach for BN Structure Learning

4 citations · 6 across the 8 of their papers we have counts for

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cs.NE2026

Structural Fusion of Bayesian Networks with Limited Treewidth Using Genetic Algorithms

Pablo Torrijos, José A. Gámez, José M. Puerta

This paper introduces an evolutionary computation approach for consensus in structural Bayesian Network (BN) fusion under the constraint of limited treewidth. The consensus BN aims…

cs.NE2026

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

Pablo Torrijos, José A. Gámez, José M. Puerta +1

Bayesian Network (BN) fusion combines multiple input networks into a single structure, balancing dependency preservation with computational tractability. While unrestricted fusion…