Research

Our research
Published

April 14, 2023

The working party carries out research in a number of different areas. In the past we have looked at the performance of different ML models for aggregate claims reserving. We are currently investigating individual claims reserving and the use of deep learning.

Posts

Date Title Author
Jun 6, 2023 Modelling Five Scenarios using the SynthETIC Dataset - Diagnostic Appendices April Lu, Yung-Yu Chen
Apr 18, 2023 From Chain Ladder to Individual Mixture Density Networks on SPLICE Data Jacky Poon
Oct 24, 2022 Machine learning: Reserving on triangles - Q & A April Lu
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Talks

Date Title Speakers
Apr 25, 2023 General Insurance Spring Conference 2023 - Neural network models Jacky Poon
Nov 15, 2021 Machine Learning Reserving on Triangle Data - Method Comparison and Interpretation April Lu, John McCarthy
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