Compositional Boundaries for Density Fusion 事件

PRODUCT_LAUNCH2026-06-06影响: MEDIUM

Compositional Boundaries for Density Fusion arXiv:2606.05871v1 Announce Type: cross Abstract: Distributed uncertainty-management systems often combine local probabilistic models along aggregation trees chosen by communication, privacy, or scheduling constraints. The final density should depend on the weighted sources, not on the particular order in which intermediate nodes combine them. We study this requirement as an algebraic compositionality problem for binary fusion of weighted probability