NBSR frames neural inference as conjugate Dirichlet evidence accumulation over a DAG with Gumbel-Softmax routing, yielding monotonic precision growth and uncertainty-aware early exit.
Sur la loi de probabilit´ e de l’´ ecart maximum.Annales de la Soci´ et´ e Polonaise de Math´ ematique, 6(1):93–116, 1927
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Neural Bayesian Sequential Routing
NBSR frames neural inference as conjugate Dirichlet evidence accumulation over a DAG with Gumbel-Softmax routing, yielding monotonic precision growth and uncertainty-aware early exit.