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Learning Inter-Annual Flood Loss Risk Models from Historical Flood Insurance Claims

This research evaluates different regression models to predict #flood-induced #insuranceclaims, using the #us #national #floodinsurance...

Prediction of Auto Insurance Risk Based on t-SNE Dimensionality Reduction

"... we develop a framework based on a combination of a neural network together with a dimensionality reduction technique t-SNE...

A parametric approach to the estimation of convex risk functionals based on Wasserstein distance

" The aim is to come up with a convex risk functional that incorporates a sefety margin with respect to nonparametric uncertainty and...

Mack-Net model: Blending Mack's model with Recurrent Neural Networks

"... blending traditional reserving models with deep and machine learning techniques leads to a more accurate assessment of general...

Corporate Controversies and Financial Stability in the Non-Life Insurance Industry

"Neural networks are suggested for learning a map from d -dimensional samples with any underlying dependence structure to multivariate...

Dependence model assessment and selection with DecoupleNets

"Neural networks are suggested for learning a map from d' dimensional samples with any underlying dependence structure to multivariate...