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20222026
most citedRobust-GBDT: GBDT with Nonconvex Loss for Tabular Classification in the Presence of Label Noise and Class Imbalance

3 citations · 8 across the 10 of their papers we have counts for

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cs.LG2022★ 1 cited

TRBoost: A Generic Gradient Boosting Machine based on Trust-region Method

Jiaqi Luo, Zihao Wei, Junkai Man +1

Gradient Boosting Machines (GBMs) have demonstrated remarkable success in solving diverse problems by utilizing Taylor expansions in functional space. However, achieving a balance…