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20202026
most citedEnhanced Gradient Boosting for Zero-Inflated Insurance Claims and Comparative Analysis of CatBoost, XGBoost, and LightGBM

9 citations · 14 across the 5 of their papers we have counts for

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cs.LG2024★ 1 cited

Zero-Inflated Tweedie Boosted Trees with CatBoost for Insurance Loss Analytics

Banghee So, Emiliano A. Valdez

In this paper, we explore advanced modifications to the Tweedie regression model in order to address its limitations in modeling aggregate claims for various types of insurance suc…