6 citations · 10 across the 2 of their papers we have counts for
3 papers
stat.ME2024
Unified optimal model averaging with a general loss function based on cross-validation
Dalei Yu, Xinyu Zhang, Hua Liang
Studying unified model averaging estimation for situations with complicated data structures, we propose a novel model averaging method based on cross-validation (MACV). MACV unifie…
stat.ML2023★ 4 cited
Optimal Weighted Random Forests
Xinyu Chen, Dalei Yu, Xinyu Zhang
The random forest (RF) algorithm has become a very popular prediction method for its great flexibility and promising accuracy. In RF, it is conventional to put equal weights on all…
physics.soc-ph2022★ 6 cited
Robust and Efficient Network Reconstruction in Complex System via Adaptive Signal Lasso
Lei Shi, Jie Hu, Libin Jin +3
Network reconstruction is important to the understanding and control of collective dynamics in complex systems. Most real networks exhibit sparsely connected properties, and the co…