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Supervised learning / Semi-supervised learning / Active learning / Computational learning theory / Algorithm / Support vector machine / Co-training / Kernel methods / Perceptron / Machine learning / Artificial intelligence / Learning


New Theoretical Frameworks for Machine Learning Maria-Florina Balcan May 2007 School of Computer Science Carnegie Mellon University
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Document Date: 2007-05-09 11:42:20


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File Size: 610,39 KB

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Computer Science Carnegie Mellon University / /

IndustryTerm

Online Learning techniques / online mechanisms / machine learning applications / approximations algorithms / search space / dot-products / Internet / learning algorithm / learning algorithms / /

Organization

School of Computer Science Carnegie Mellon University Pittsburgh / Thesis Committee / US Federal Reserve / /

Person

Tom Mitchell Santosh Vempala Submitted / Maria-Florina Balcan May / Manuel Blum Yishay Mansour Tom Mitchell / Semi-Supervised Learning / Maria-Florina Balcan / /

Position

Chair / General / PAC model / /

ProvinceOrState

Pennsylvania / /

PublishedMedium

Machine Learning / /

Technology

learning algorithm / Active Learning algorithm / approximations algorithms / Machine Learning / Perceptron algorithm / 4.2 Algorithms / Active Learning algorithms / /

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