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Jul, 2024
回归的鲁棒性的集成视角：以偏差-方差权衡为参照
An integrated perspective of robustness in regression through the lens of the bias-variance trade-off
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Akifumi Okuno
TL;DR
本文从整合的角度探讨了回归中的稳健性，具体研究了传统抗干扰的稳健估计和对虚拟数据集扰动具有抗性的稳健优化之间的关系，并指出它们存在偏差-方差的权衡问题。
Abstract
This paper presents an integrated perspective on
robustness
in
regression
. Specifically, we examine the relationship between traditional
outlier-
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