most citedA Bernstein-type Inequality for Some Mixing Processes and Dynamical Systems with an Application to Learning

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stat.ML2021

Local Adaptivity of Gradient Boosting in Histogram Transform Ensemble Learning

Hanyuan Hang

In this paper, we propose a gradient boosting algorithm called \textit{adaptive boosting histogram transform} (\textit{ABHT}) for regression to illustrate the local adaptivity of g…