Deep learning model fragility and implications for financial stability and regulation
Year of publication: |
[2023]
|
---|---|
Authors: | Kumar, Rishabh ; Koshiyama, Adriano ; Costa, Kleyton da ; Kingsman, Nigel ; Tewarrie, Marvin ; Kazim, Emre ; Roy, Arunita ; Treleaven, Philip ; Lovell, Zac |
Publisher: |
London : Bank of England |
Subject: | Deep neural networks | fragility | robustness | explainability | regulation | Theorie | Theory | Bankenaufsicht | Banking supervision | Neuronale Netze | Neural networks | Finanzkrise | Financial crisis | Regulierung | Regulation | Bankenregulierung | Bank regulation |
Extent: | 1 Online-Ressource (circa 50 Seiten) Illustrationen |
---|---|
Series: | Staff working papers / Bank of England. - London : [Verlag nicht ermittelbar], ZDB-ID 2833500-4. - Vol. no. 1038 (September 2023) |
Type of publication: | Book / Working Paper |
Type of publication (narrower categories): | Graue Literatur ; Non-commercial literature ; Arbeitspapier ; Working Paper |
Language: | English |
Source: | ECONIS - Online Catalogue of the ZBW |
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