Intelligent Systems

On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks

2022

Conference Paper

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Author(s): Maximilian Seitzer and Arash Tavakoli and Dimitrije Antic and Georg Martius
Book Title: International Conference on Learning Representations
Year: 2022
Month: April

Department(s): Autonomous Learning
Research Project(s): Probabilistic Neural Networks
Bibtex Type: Conference Paper (conference)
Paper Type: Conference

URL: https://openreview.net/forum?id=aPOpXlnV1T

BibTex

@conference{Seitzer2022Pitfalls,
  title = {On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks},
  author = {Seitzer, Maximilian and Tavakoli, Arash and Antic, Dimitrije and Martius, Georg},
  booktitle = {International Conference on Learning Representations},
  month = apr,
  year = {2022},
  doi = {},
  url = {https://openreview.net/forum?id=aPOpXlnV1T},
  month_numeric = {4}
}