Department of Computer Science, ETH Zurich, Switzerland; Department of Computer Science, ETH Zurich, Switzerland; AI Center, ETH Zurich, Switzerland; Department of Computer Science, ETH Zurich, Switzerland; Max Planck Institute for Intelligent Systems, Tübingen, Germany
Alexander Immer, Emanuele Palumbo, Alexander Marx, Julia Vogt
Heteroscedastic Regression;Marginal Likelihood;Bayesian Neural Networks;Uncertainty Estimaton;Model Selection;Laplace Approximation
Effective Bayesian Heteroscedastic Regression with Deep Neural Networks