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Explaining Predictive Uncertainty by Exposing Second-Order Effects

Explaining Predictive Uncertainty by Exposing Second-Order Effects

30 January 2024
Florian Bley
Sebastian Lapuschkin
Wojciech Samek
G. Montavon
ArXivPDFHTML

Papers citing "Explaining Predictive Uncertainty by Exposing Second-Order Effects"

3 / 3 papers shown
Title
Identifying Drivers of Predictive Aleatoric Uncertainty
Identifying Drivers of Predictive Aleatoric Uncertainty
Pascal Iversen
Simon Witzke
Katharina Baum
Bernhard Y. Renard
UD
43
1
0
12 Dec 2023
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
247
9,109
0
06 Jun 2015
1