Variational approximation for sharp Bayesian neural networks
The results suggest that the Cauchy mean-field approximation introduces a sharp-promoting bias, making it a suitable modeling choice for signals with discontinuous structure, and a computationally appealing alternative to full Bayesian inference methods such as MCMC.
Ramón, Amézquita Vizcarra
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