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"item_title" : "Model Selection and Error Estimation in a Nutshell",
"item_author" : [" Luca Oneto "],
"item_description" : "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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Overview
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.
This item is Non-Returnable
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Details
- ISBN-13: 9783030243616
- ISBN-10: 3030243613
- Publisher: Springer
- Publish Date: August 2020
- Dimensions: 9.21 x 6.14 x 0.32 inches
- Shipping Weight: 0.48 pounds
- Page Count: 132
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