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May, 2023
线性回归混合物的鲁棒学习
On the robust learning mixtures of linear regressions
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Ying Huang, Liang Chen
TL;DR
本文考虑鲁棒学习多条线性回归的组合，通过简单的阈值设置把线性回归和高斯混合模型连接起来，得到了一个拥有更好鲁棒性的次多项式时间算法。
Abstract
In this note, we consider the problem of
robust learning
mixtures of linear regressions
. We connect
mixtures of linear regressions
and
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