Boosting Simple Learners
Boosting is a celebrated machine learning approach which is based on the idea of combining weak and moderately inaccurate hypotheses to a strong and accurate one. We study boosting under the assumption that the weak hypotheses belong to a class of bounded capacity. This assumption is inspired by the...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
TheoretiCS Foundation e.V.
2023-06-01
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| Series: | TheoretiCS |
| Subjects: | |
| Online Access: | https://theoretics.episciences.org/9253/pdf |