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

20 August 2024

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

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Title
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 148 1,129 0 07 Jul 2021
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 133 1,677 0 06 Jun 2019