Introduces TSBM, a new Bayesian model for directed networks that enforces ordered blocks via transitivity-inducing priors on directional imbalance and jointly infers block count with an age-ordered partition prior.
Faulkenberry and Osvaldo A Martin and Alex Kipnis and Salvador Balkus and lfkdlfdlk and Carsten Allefeld and Heiner Atze and Adam Knapp and Ciarán D
2 Pith papers cite this work. Polarity classification is still indexing.
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Defines analogical proportions on probabilities and distributions, then experimentally checks inheritance from profile-level analogies in classification settings.
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Ordering Stochastic Block Models via prior transitivity
Introduces TSBM, a new Bayesian model for directed networks that enforces ordered blocks via transitivity-inducing priors on directional imbalance and jointly infers block count with an age-ordered partition prior.
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From numerical proportions to analogical proportions between probabilities
Defines analogical proportions on probabilities and distributions, then experimentally checks inheritance from profile-level analogies in classification settings.