Search Results for author: Andraž Jelinčič

Found 2 papers, 1 papers with code

Single-seed generation of Brownian paths and integrals for adaptive and high order SDE solvers

2 code implementations10 May 2024 Andraž Jelinčič, James Foster, Patrick Kidger

With the aim of using high order SDE solvers adaptively, we extend the VBT to generate these integrals of BM in addition to the Brownian increments.

Generative Modelling of Lévy Area for High Order SDE Simulation

no code implementations4 Aug 2023 Andraž Jelinčič, Jiajie Tao, William F. Turner, Thomas Cass, James Foster, Hao Ni

In this paper, we propose L\'{e}vyGAN, a deep-learning-based model for generating approximate samples of L\'{e}vy area conditional on a Brownian increment.

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