From oracle generalization bound toward empirical inequality

Author:

Hajiani Mohammad AliORCID,Seyfe BabakORCID

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Computer Science Applications,Theoretical Computer Science,Control and Systems Engineering,Software

Reference40 articles.

1. Foundations of Machine Learning;Mohri,2018

2. Necessary and sufficient conditions for the uniform convergence of means to their expectations;Vapnik;Theory Probab. Appl.,1982

3. PAC-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning;Catoni,2007

4. The Nature of Statistical Learning Theory;Vapnik,1999

5. High-Dimensional Statistics: A Non-Asymptotic Viewpoint;Wainwright,2019

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