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RESEARCH29

Neural Bayesian Sequential Routing

arXiv CS.LG·May 27, 2026

Neural Bayesian Sequential Routing (NBSR) is a new framework modeling neural inference as active evidence accumulation over a hierarchical Directed Acyclic Graph. It utilizes a Dirichlet–Categorical conjugate framework to update a Dirichlet belief state, enabling path-dependent routing and uncertainty quantification.

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