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stat.ME2023
Residual Importance Weighted Transfer Learning For High-dimensional Linear Regression
Junlong Zhao, Shengbin Zheng, Chenlei Leng
Transfer learning is an emerging paradigm for leveraging multiple sources to improve the statistical inference on a single target. In this paper, we propose a novel approach named…
stat.ME2023
A Random Graph-based Autoregressive Model for Networked Time Series
Weichi Wu, Chenlei Leng
Contemporary time series data often feature objects connected by a social network that naturally induces temporal dependence involving connected neighbours. The network vector auto…