FuNVol : multi-asset implied volatility market simulator using functional principal components and neural SDEs
Year of publication: |
2024
|
---|---|
Authors: | Choudhary, Vedant ; Jaimungal, Sebastian ; Bergeron, Maxime |
Subject: | Functional data analysis | Generative models | Implied volatility | Neural SDEs | Volatilität | Volatility | Neuronale Netze | Neural networks | Optionspreistheorie | Option pricing theory | Prognoseverfahren | Forecasting model | Simulation |
-
Parallel architecture of CNN-bidirectional LSTMs for implied volatility forecast
Choi, Ji-Eun, (2022)
-
Implied volatility forecast and option trading strategy
Liu, Dehong, (2021)
-
Artificial Neural Networks Performance in WIG20 Index Options Pricing
Wysockia, Maciej, (2020)
- More ...
-
Choudhary, Vedant, (2023)
-
Variational autoencoders : a hands-off approach to volatility
Bergeron, Maxime, (2022)
-
Option Pricing using Fourier Space Time-stepping Framework
Surkov, Vladimir, (2009)
- More ...