Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles

Mashrur, A; Luo, Wei; Zaidi, Nayyar; Robles-Kelly, Antonio

Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles

conference contribution

posted on 2024-03-06, 05:42 authored by A Mashrur, Wei LuoWei Luo, Nayyar ZaidiNayyar Zaidi, Antonio Robles-KellyAntonio Robles-Kelly

Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles

History

Volume

00

Pagination

478-485

Location

Port Macquarie, N.S.W.

Publisher DOI

https://doi.org/10.1109/DICTA60407.2023.00072

Start date

2023-11-28

End date

2023-12-01

ISBN-13

9798350382204

Language

eng

Publication classification

E1 Full written paper - refereed

Title of proceedings

DICTA 2023 : Proceedings of the 2023 International Conference on Digital Image Computing: Techniques and Applications

Event

Digital Image Computing: Techniques and Applications. Conference (2023 : Port Macquarie,, N.S.W.)

Publisher

IEEE

Place of publication

Piscataway, N.J.

Publication URL

http://dx.doi.org/10.1109/dicta60407.2023.00072

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Robust quantification of prediction uncertainty by inducing heterogeneity in deep ensembles

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