Margin-Based Generalization Lower Bounds for Boosted Classifiers

Allan Grønlund, Lior Kamma, Kasper Green Larsen, Alexander Mathiasen, Jelani Nelson

Aug-20-2025, 06:19:46 GMT–Neural Information Processing Systems

Boosting is one of the most successful ideas in machine learning.

algorithm, classifier, probability, (16 more...)

Neural Information Processing Systems

Aug-20-2025, 06:19:46 GMT

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- Information Technology > Artificial Intelligence > Machine Learning > Ensemble Learning (0.46)

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Margin-Based Generalization Lower Bounds for Boosted Classifiers

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