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Deep xVA Solver โ€“ A Neural Network Based Counterparty Credit Risk Management Framework

Deep xVA Solver โ€“ 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 utilises a coupled system of BSDEs for the valuation adjustments (xVA) and solves these by a recursive application โ€ฆ