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May, 2023
通过正定核的条件均值嵌入和最优特征选择
Conditional mean embeddings and optimal feature selection via positive definite kernels
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Palle E. T. Jorgensen, Myung-Sin Song, James Tian
TL;DR
运用新的算子理论方法,结合核函数、随机过程和建设性学习算法,我们提出了用于条件均值嵌入的基于谱分析的优化方案,在优化模型特征选择的过程中,利用正定核的凸集。
Abstract
Motivated by applications, we consider here new operator theoretic approaches to
conditional mean embeddings
(CME). Our present results combine a
spectral analysis
-based optimization scheme with the use of
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