Search Results for author: Niklas Walter

Found 1 papers, 0 papers with code

Approximation Rates for Deep Calibration of (Rough) Stochastic Volatility Models

no code implementations26 Sep 2023 Francesca Biagini, Lukas Gonon, Niklas Walter

We derive quantitative error bounds for deep neural networks (DNNs) approximating option prices on a $d$-dimensional risky asset as functions of the underlying model parameters, payoff parameters and initial conditions.

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