no code implementations • 18 Dec 2023 • Haochun Ma, Davide Prosperino, Alexander Haluszczynski, Christoph Räth
Identifying and quantifying co-dependence between financial instruments is a key challenge for researchers and practitioners in the financial industry.
no code implementations • 14 Jul 2023 • Alexander Haluszczynski, Daniel Köglmayr, Christoph Räth
On the example of forcing a chaotic parametrization of the Lorenz system into intermittent dynamics, we show first that classical reservoir computing excels at this task.
no code implementations • 23 Feb 2021 • Alexander Haluszczynski, Christoph Räth
We propose a novel and fully data driven control scheme which relies on machine learning (ML).