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Ensembling Uncertainty Measures to Improve Safety of Black-Box
  Classifiers

Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers

23 August 2023
T. Zoppi
Andrea Ceccarelli
A. Bondavalli
    UQCV
ArXivPDFHTML

Papers citing "Ensembling Uncertainty Measures to Improve Safety of Black-Box Classifiers"

2 / 2 papers shown
Title
Unifying Evaluation of Machine Learning Safety Monitors
Unifying Evaluation of Machine Learning Safety Monitors
Joris Guérin
Raul Sena Ferreira
Kevin Delmas
Jérémie Guiochet
30
10
0
31 Aug 2022
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
5,635
0
05 Dec 2016
1