Alexander Noll

PartnerRe Ltd - PartnerRe Holdings Europe Limited

160 Shelbourne Road

Dublin, 4

Ireland

  • PartnerRe Ltd - PartnerRe Holdings Europe Limited

SCHOLARLY PAPERS

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Scholarly Papers (2)

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1.

Case Study: French Motor Third-Party Liability Claims

Number of pages: 41 Posted: 18 Apr 2018 Last Revised: 05 Mar 2020
Alexander Noll, Robert Salzmann and Mario V. Wuthrich
PartnerRe Ltd - PartnerRe Holdings Europe Limited, SIGNAL IDUNA Reinsurance Ltd and RiskLab, ETH Zurich
Downloads 4,823 (2,545)
Citation 16

Abstract:

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data science, machine learning, predictive modeling, claims frequency, motor insurance, regression trees, boosting machine, neural network, generalized linear models, feature engineering, covariate selection

2.

Insights from Inside Neural Networks

Number of pages: 64 Posted: 19 Aug 2018 Last Revised: 24 Apr 2020
Andrea Ferrario, Alexander Noll and Mario V. Wuthrich
Dep. Management, Technology, and Economics ETH ZurichMobiliar Lab for Analytics at ETH, PartnerRe Ltd - PartnerRe Holdings Europe Limited and RiskLab, ETH Zurich
Downloads 1,808 (12,905)
Citation 10

Abstract:

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Neural Networks, Architecture, Over-Fitting, Loss Function, Dropout, Regularization, LASSO, Ridge, Gradient Descent, Class Imbalance, Car Insurance, Claims Frequency, Poisson Regression Model, Machine Learning, Deep Learning