On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks

Maximilian Seitzer, Arash Tavakoli, Dimitrije Antic, Georg Martius. On the Pitfalls of Heteroscedastic Uncertainty Estimation with Probabilistic Neural Networks. In The Tenth International Conference on Learning Representations, ICLR 2022, Virtual Event, April 25-29, 2022. OpenReview.net, 2022. [doi]

Authors

Maximilian Seitzer

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Arash Tavakoli

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Dimitrije Antic

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Georg Martius

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