Posterior Bayesian Neural Networks with Dependent Weights

Nicola Apollonio, Giovanni Franzina, Giovanni Luca Torrisi

We consider fully connected and feedforward deep neural networks with dependent and possibly heavy-tailed weights, as introduced in [26], to address limitations of the standard Gau…