Machine Learning in Finance
The financial sector is an extremely exciting and highly complex environment. The skilful use of machine learning enables financial institutions to make good decisions and manage risks optimally.
Further Reading
Deep Treasury Management for Banks. (2023).
Englisch, H., Krabichler, T., Müller, K. J., and Schwarz, M.
Frontiers in Artificial Intelligence. Vol. 6. https://doi.org/10.3389/frai.2023.1120297.
A Deep Learning Model for Gas Storage Optimization. (2021).
Curin, N., Kettler, M., Kleisinger-Yu, X., Komaric, V., Krabichler, T., Teichmann, J., and Wutte, H.
Decisions in Economics and Finance, Vol. 44, pp. 1021–1037. https://doi.org/10.1007/s10203-021-00363-6.
Hedging Goals. (2023, Preprint 2021).
Krabichler, T., and Wunsch, M.
Financial Markets and Portfolio Management. https://doi.org/10.1007/s11408-023-00437-y.
A Case Study for Unlocking the Potential of Deep Learning in Asset-Liability-Management. (2023, Preprint 2020).
Krabichler, T., and Teichmann, J.
Frontiers in Artificial Intelligence. Vol. 6. https://doi.org/10.3389/frai.2023.1177702.
