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Efficient PAC Learning of Halfspaces with Constant Malicious Noise Rate

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Mathematics & Optimization

Authors

Jie Shen

Topics

Machine Learning > Core Methods > Classification Machine Learning > Optimization & Theory > Learning Theory Mathematics & Optimization > Optimization > Continuous Optimization

Keywords

pac learning halfspaces malicious noise gradient deterioration large-margin conditions reweighted hinge loss
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