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The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act

The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act

Matias Valdenegro-Toro
Radina Stoykova
ArXivPDFHTML

Papers citing "The Dilemma of Uncertainty Estimation for General Purpose AI in the EU AI Act"

2 / 2 papers shown
Title
A Survey of Uncertainty in Deep Neural Networks
A Survey of Uncertainty in Deep Neural Networks
J. Gawlikowski
Cedrique Rovile Njieutcheu Tassi
Mohsin Ali
Jongseo Lee
Matthias Humt
...
R. Roscher
Muhammad Shahzad
Wen Yang
R. Bamler
Xiaoxiang Zhu
BDL
UQCV
OOD
127
1,129
0
07 Jul 2021
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
110
1,677
0
06 Jun 2019

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