The Problem of Approximation of Functions in Finance

Risk.net spoke to the author of a recent paper on alternatives to deep neural networks in finance. The authors looked at speed, explainability and predictability as well as black box nature for their work. They used stochastic gradient optimizers that "none of us in finance would even dream of using" 10 years ago.