Search Results for author: Alexander Haluszczynski

Found 3 papers, 0 papers with code

Linear and nonlinear causality in financial markets

no code implementations18 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.

Causal Inference Management +1

Controlling dynamical systems to complex target states using machine learning: next-generation vs. classical reservoir computing

no code implementations14 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.

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