Karoline Vonach was student assistant in the Practice Group Risk and Advanced Methodology at zeb.
Derivative pricing and risk management with neural networks
Currently, the main models used for derivative pricing are based on arithmetical models. Their weakness, however, is their performance. Derivative valuation using machine learning may be the future in several areas of financial institutions.