Deep learning exotic derivatives

Monte Carlo methods in derivative pricing are computationally expensive, in particular for evaluating models partial derivatives with regard to inputs. This research proposes the use of deep learning to approximate such valuation models for highly exotic derivatives, using automatic differentiation...

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Bibliographic Details
Main Author: Geirsson, Gunnlaugur
Format: Others
Language:English
Published: Uppsala universitet, Avdelningen för systemteknik 2021
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-430410