523 citations · 3.6k across the 74 of their papers we have counts for
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cs.LG2022★ 33 cited
The Unreasonable Effectiveness of Deep Evidential Regression
Nis Meinert, Jakob Gawlikowski, Alexander Lavin
There is a significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new approach with uncer…
cs.LG2021
Multivariate Deep Evidential Regression
Nis Meinert, Alexander Lavin
There is significant need for principled uncertainty reasoning in machine learning systems as they are increasingly deployed in safety-critical domains. A new approach with uncerta…