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Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations

10 February 2020

Papers citing "Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations"

3 / 3 papers shown

Title
A Survey of Uncertainty in Deep Neural Networks J. Gawlikowski Cedrique Rovile Njieutcheu Tassi Mohsin Ali Jongseo Lee Matthias Humt ... R. Roscher Muhammad Shahzad Wen Yang R. Bamler Xiaoxiang Zhu BDL UQCV OOD 282 1,275 0 07 Jul 2021
Explicit Regularisation in Gaussian Noise Injections A. Camuto M. Willetts Umut Simsekli Stephen J. Roberts Chris Holmes 146 63 0 14 Jul 2020
Global inducing point variational posteriors for Bayesian neural networks and deep Gaussian processes Sebastian W. Ober Laurence Aitchison BDL 178 61 0 17 May 2020