Deep learning model fragility and implications for financial stability and regulation
Rishabh Kumar, Adriano Koshiyama, Kleyton da Costa, Nigel Kingsman, Marvin Tewarrie, Emre Kazim, Arunita Roy, Philip Treleaven and Zac Lovell
| 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 | Neuronale Netze | Neural networks | Finanzkrise | Financial crisis | Regulierung | Regulation | Theorie | Theory | Bankenregulierung | Bank regulation | Bankenkrise | Banking crisis | Finanzmarktregulierung | Financial market regulation |
freely available
| 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 |
Persistent link: https://www.econbiz.de/10014373751