most citedEstimating Epistemic and Aleatoric Uncertainty with a Single Model

4 citations · 4 across the 1 of their papers we have counts for

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1 paper

cs.LG2024★ 4 cited

Estimating Epistemic and Aleatoric Uncertainty with a Single Model

Matthew A. Chan, Maria J. Molina, Christopher A. Metzler

Estimating and disentangling epistemic uncertainty, uncertainty that is reducible with more training data, and aleatoric uncertainty, uncertainty that is inherent to the task at ha…