AINeutralarXiv – CS AI · 9h ago5/10
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Compositional Boundaries for Density Fusion
This theoretical computer science paper addresses the mathematical foundations of distributed uncertainty management by establishing compositional boundaries for probabilistic density fusion. The research determines when local fusion rules can be executed hierarchically while maintaining order-invariance, a critical requirement for distributed systems where intermediate nodes combine data regardless of sequence.