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bayesian neural networks 1likelihood distribution 1regression 1student's t distribution 1variational inference 1

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1 paper

cs.LG2026

Rethinking Likelihood distributions: Student's t Likelihood Boosts Bayesian Neural Network Performance

Pei-Hsuan Hsia, Lars H. Heyen, Arvid Weyrauch +4

The paper investigates using a Student's t likelihood instead of a Gaussian in Bayesian neural networks and finds it improves predictive performance and sometimes reduces training…