Daniel Meier

Swiss Reinsurance Company

Mythenquai 50/60

P.O. Box

CH-8022 Zurich

Switzerland

SCHOLARLY PAPERS

3

DOWNLOADS
Rank 29,909

SSRN RANKINGS

Top 29,909

in Total Papers Downloads

3,708

TOTAL CITATIONS

5

Scholarly Papers (3)

1.

SHAP for Actuaries: Explain any Model

Number of pages: 25 Posted: 21 Mar 2023
Michael Mayer, Daniel Meier and Mario V. Wuthrich
Schweizerische Mobiliar Versicherungsgesellschaft, Swiss Reinsurance Company and RiskLab, ETH Zurich
Downloads 2,120 (16,187)

Abstract:

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XAI, explainability, machine learning, SHAP, Shapley values, regression modeling, interaction, partial dependence plot, motor insurance, claims frequency

2.

Convolutional Neural Network Case Studies: (1) Anomalies in Mortality Rates (2) Image Recognition

Number of pages: 24 Posted: 08 Oct 2020
Daniel Meier and Mario V. Wuthrich
Swiss Reinsurance Company and RiskLab, ETH Zurich
Downloads 958 (53,031)
Citation 5

Abstract:

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convolutional neural network, CNN, regression, classification, mortality rates

3.

Privacy Preserving Machine Learning

Number of pages: 32 Posted: 06 Nov 2023
Daniel Meier and Juan R. Troncoso Pastoriza
Swiss Reinsurance Company and Tune Insight
Downloads 630 (92,439)

Abstract:

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Life & health, sensitive personal data, cryptography, security, multiparty homomorphic encryption, logistic regression, Cox proportional hazards model, neural network, hazard ratio, relative risk, odds ratio, federated machine learning