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Model Selection and Error Estimation in a Nutshell
Paperback
Series: Modeling and Optimization in Science and Technologies, Book 15
Technology & EngineeringGeneral ComputersProbability & Statistics
ISBN13: 9783030243616
Publisher: Springer Nature
Published: Aug 14 2020
Pages: 132
Weight: 0.48
Height: 0.32 Width: 6.14 Depth: 9.21
Language: English
Introduction.- The Five W of MS & EE.- Preliminaries.- Resampling Methods.- Complexity-Based Methods.- Compression Bound.- Algorithmic Stability Theory.- PAC-Bayes Theory.- Differential Privacy Theory.- Conclusions & Further Readings.
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