ResPoNet: A Residual Neural Network for Efficient Valuation of Large Variable Annuity Portfolios

Accurately valuing large portfolios of Variable Annuities (VAs) poses a significant challenge due to the high computational burden of Monte Carlo simulations and the limitations of spatial interpolation methods that rely on manually defined distance metrics. We introduce a residual portfolio valuati...

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Bibliographic Details
Main Authors: Heng Xiong, Jie Xu, Rogemar Mamon, Yixing Zhao
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/12/1916
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