Articles by Kurt Hornik
The log-signature-based time series Wasserstein generative adversarial network
This paper puts forward a method using neural networks to minimize the Wasserstein distance between log signatures to reduce the target dimension of the generator and increase performance
A joint model of failures and credit ratings
The authors propose a novel framework for credit risk modeling, where default or failure information and rating or expert information are jointly incorporated in the model.