Search Results for author: Athena Picarelli

Found 2 papers, 2 papers with code

Deep Quadratic Hedging

1 code implementation24 Dec 2022 Alessandro Gnoatto, Silvia Lavagnini, Athena Picarelli

We present a novel computational approach for quadratic hedging in a high-dimensional incomplete market.

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

1 code implementation6 May 2020 Alessandro Gnoatto, Athena Picarelli, Christoph Reisinger

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.

Management

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