activity
20152024
most citedA Bernstein-type Inequality for Some Mixing Processes and Dynamical Systems with an Application to Learning

7 citations · 7 across the 3 of their papers we have counts for

collaborators

3 papers

math.ST2024

Transfer Learning under Covariate Shift: Local -Nearest Neighbours Regression with Heavy-Tailed Design

Petr Zamolodtchikov, Hanyuan Hang

Covariate shift is a common transfer learning scenario where the marginal distributions of input variables vary between source and target data while the conditional distribution of…

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…

math.PR2015★ 7 cited

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

H. Hang, I. Steinwart

We establish a Bernstein-type inequality for a class of stochastic processes that include the classical geometrically -mixing processes, Rio's generalization of these processes,…