Deep xVA solver -- a neural network based counterparty credit risk management framework

In this paper, we present a novel computational framework for portfolio-wide risk management problems, where the presence of a potentially large number of risk factors makes traditional numerical techniques ineffective. The new method utilizes a coupled system of BSDEs for the valuation adjustments...

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Détails bibliographiques
Auteurs principaux: Gnoatto, A, Picarelli, A, Reisinger, C
Format: Journal article
Langue:English
Publié: Society for Industrial and Applied Mathematics 2023