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4. Devroye, Luc, László Györfi, and Gábor Lugosi. A probabilistic theory of pattern recognition. Vol. 31. Springer Science & Business Media, 2013.
5. Mohri, Mehryar. "Foundations of machine learning." (2018).
6. Wainwright, Martin J. High-dimensional statistics: A non-asymptotic viewpoint. Vol. 48. Cambridge university press, 2019.

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[1]: 关于学习理论的作用,可参阅《机器学习理论导引》第1.5节内容。

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