22 citations · 144 across the 21 of their papers we have counts for
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q-fin.ST2025
On the use of case estimate and transactional payment data in neural networks for individual loss reserving
Benjamin Avanzi, Matthew Lambrianidis, Greg Taylor +1
The use of neural networks trained on individual claims data has become increasingly popular in the actuarial reserving literature. We consider how to best input historical payment…
stat.AP2025
Dynamic Financial Analysis (DFA) of General Insurers under Climate Change
Benjamin Avanzi, Yanfeng Li, Greg Taylor +1
Climate change is expected to significantly affect the physical, financial, and economic environments over the long term, posing risks to the financial health of general insurers.…