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On the Role of Dataset Quality and Heterogeneity in Model Confidence

On the Role of Dataset Quality and Heterogeneity in Model Confidence

Yuan Zhao
Jiasi Chen
Samet Oymak
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Papers citing "On the Role of Dataset Quality and Heterogeneity in Model Confidence"

2 / 2 papers shown
Title
Verified Uncertainty Calibration
Verified Uncertainty Calibration
Ananya Kumar
Percy Liang
Tengyu Ma
118
352
0
23 Sep 2019
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift
Yaniv Ovadia
Emily Fertig
Jie Jessie Ren
Zachary Nado
D. Sculley
Sebastian Nowozin
Joshua V. Dillon
Balaji Lakshminarayanan
Jasper Snoek
UQCV
137
1,677
0
06 Jun 2019

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