Max Planck Institute for Intelligent Systems, Tübingen, Germany; University of Tübingen, Tübingen, Germany
Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, Georg Martius
Uncertainty Estimation;Probabilistic Neural Networks;Aleatoric Uncertainty;Heteroscedastic Uncertainty;Analysis
On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks