Search Results for author: Stéphane Girard

Found 2 papers, 0 papers with code

Dependence between Bayesian neural network units

no code implementations29 Nov 2021 Mariia Vladimirova, Julyan Arbel, Stéphane Girard

The connection between Bayesian neural networks and Gaussian processes gained a lot of attention in the last few years, with the flagship result that hidden units converge to a Gaussian process limit when the layers width tends to infinity.

Gaussian Processes

Bayesian neural network unit priors and generalized Weibull-tail property

no code implementations6 Oct 2021 Mariia Vladimirova, Julyan Arbel, Stéphane Girard

The connection between Bayesian neural networks and Gaussian processes gained a lot of attention in the last few years.

Gaussian Processes

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