Research
Our research
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
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Jun 6, 2023 | Modelling Five Scenarios using the SynthETIC Dataset - Diagnostic Appendices | |
Apr 18, 2023 | From Chain Ladder to Individual Mixture Density Networks on SPLICE Data | |
Oct 24, 2022 | Machine learning: Reserving on triangles - Q & A |
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Talks
Date | Title | Speakers |
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Apr 25, 2023 | General Insurance Spring Conference 2023 - Neural network models | |
Nov 15, 2021 | Machine Learning Reserving on Triangle Data - Method Comparison and Interpretation |
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