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20222026
most citedConsistency of Oblique Decision Tree and its Boosting and Random Forest

2 citations · 2 across the 5 of their papers we have counts for

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stat.ML2026

Online Quantile Regression for Nonparametric Additive Models

Haoran Zhan

This paper introduces a projected functional gradient descent algorithm (P-FGD) for training nonparametric additive quantile regression models in online settings. This algorithm ex…

stat.ML2024

Consistency for Large Neural Networks: Regression and Classification

Haoran Zhan, Yingcun Xia

Although overparameterized models have achieved remarkable practical success, their theoretical properties, particularly their generalization behavior, remain incompletely understo…