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Published at November 29

Risk-Averse Certification of Bayesian Neural Networks

cs.LG

Released Date: November 29, 2024

Authors: Xiyue Zhang¹, Zifan Wang², Yulong Gao³, Licio Romao⁴, Alessandro Abate¹, Marta Kwiatkowska¹

Aff.: ¹Department of Computer Science, University of Oxford, UK; ²Division of Decision and Control Systems, KTH Royal Institute of Technology, Sweden; ³Department of Electrical and Electronic Engineering, Imperial College London, UK; ⁴Department of Wind and Energy Systems, Technical University of Denmark, Denmark

Arxiv: http://arxiv.org/pdf/2411.19729v1