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Nov, 2023
模型平均中的稳定性和L2惩罚
Stability and L2-penalty in Model Averaging
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Hengkun Zhu, Guohua Zou
TL;DR
该研究纸通过引入稳定性及统计学习理论,对模型平均进行了研究,提出了一个不限制模型权重的L2惩罚模型平均方法,并证明了其具有稳定性和一致性。
Abstract
model averaging
has received much attention in the past two decades, which integrates available information by averaging over potential models. Although various
model averaging
methods have been developed, there
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