Deep ReLU network expression rates for option prices in high-dimensional, exponential Lévy models
Year of publication: |
2021
|
---|---|
Authors: | Gonon, Lukas ; Schwab, Christoph |
Published in: |
Finance and Stochastics. - Berlin, Heidelberg : Springer, ISSN 1432-1122. - Vol. 25.2021, 4, p. 615-657
|
Publisher: |
Berlin, Heidelberg : Springer |
Subject: | Deep neural network | Lévy process | Option pricing | Expression rate | Curse of dimensionality | Rademacher complexity | Barron space |
-
Deep ReLU network expression rates for option prices in high-dimensional, exponential Lévy models
Gonon, Lukas, (2021)
-
A semigroup approach to nonlinear Lévy processes
Denk, Robert, (2019)
-
A semigroup approach to nonlinear Lévy processes
Denk, Robert, (2019)
- More ...
-
Deep ReLU network expression rates for option prices in high-dimensional, exponential Lévy models
Gonon, Lukas, (2021)
-
Computational methods for quantitative finance : finite element methods for derivative pricing
Hilber, Norbert, (2013)
-
On Kolmogorov equations for anisotropic multivariate Lévy processes
Reich, N., (2010)
- More ...