Automated market makers: mean-variance analysis of LPs payoffs and design of pricing functions
Financial recommendations on Reddit, stock returns and cumulative prospect theory
Felix Reichenbach, Martin Walther · Digital Finance
DeepVaR: a framework for portfolio risk assessment leveraging probabilistic deep neural networks
Georgios Fatouros, Georgios Makridis, Dimitrios Kotios, John Soldatos, Michael Ε. Filippakis, Dimosthenis Kyriazis · Digital Finance
Neural networks and arbitrage in the VIX
Joerg Osterrieder, Dariusz Kucharczyk, Silas Rudolf, Daniel Wittwer · Digital Finance
How to gauge investor behavior? A comparison of online investor sentiment measures
Daniele Ballinari, Simon Behrendt · Digital Finance
A comparison of modern deep neural network architectures for energy spot price forecasting
Francesco Cordoni · Digital Finance
COVID risk narratives: a computational linguistic approach to the econometric identification of narrative risk during a pandemic
Yuting Chen, Don Bredın, Valerio Potì, Roman Matkovskyy · Digital Finance
Differential learning methods for solving fully nonlinear PDEs
William Lefebvre, Grégoire Loeper, Huyên Pham · Digital Finance
Improving credit risk assessment in P2P lending with explainable machine learning survival analysis
Gero Friedrich Bone-Winkel, Felix Reichenbach · Digital Finance