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cs.LG2024
Function-Space MCMC for Bayesian Wide Neural Networks
Lucia Pezzetti, Stefano Favaro, Stefano Peluchetti
Bayesian Neural Networks represent a fascinating confluence of deep learning and probabilistic reasoning, offering a compelling framework for understanding uncertainty in complex p…
cs.LG2023★ 1 cited
Quantitative CLTs in Deep Neural Networks
Stefano Favaro, Boris Hanin, Domenico Marinucci +2
We study the distribution of a fully connected neural network with random Gaussian weights and biases in which the hidden layer widths are proportional to a large constant . Und…