Differential learning methods for solving fully nonlinear PDEs
Hybrid ARDL-MIDAS-Transformer time-series regressions for multi-topic crypto market sentiment driven by price and technology factors
Ioannis Chalkiadakis, Gareth W. Peters, Matthew M. Ames · Digital Finance
Improving credit risk assessment in P2P lending with explainable machine learning survival analysis
Gero Friedrich Bone-Winkel, Felix Reichenbach · Digital Finance
Deep Learning in Finance
E Weinan, Ruimeng Hu, Shigē Péng · Digital Finance
Artificial intelligence for anti-money laundering: a review and extension
Jingguang Han, Yuyun Huang, Sha Liu, Kieran Towey · Digital Finance
Forex exchange rate forecasting using deep recurrent neural networks
Alexander Jakob Dautel, Wolfgang Karl Härdle, Stefan Lessmann, Hsin‐Vonn Seow · Digital Finance
A comparison of modern deep neural network architectures for energy spot price forecasting
Francesco Cordoni · 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
Automated market makers: mean-variance analysis of LPs payoffs and design of pricing functions
Philippe Bergault, Louis Bertucci, David Bouba, Olivier Guéant · Digital Finance