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Sponsored Search Acution Design Via Machine …

Maria-Florina Balcan 03/30/2015 Semi-Supervised Learning Readings: Semi-Supervised Learning. Encyclopedia of Machine Learning. Jerry Zhu, 2010 Combining Labeled and Unlabeled Data with Co-Training. Avrim Blum, Tom Mitchell. COLT 1998. Labeled Examples Fully Supervised Learning Learning Algorithm Expert / Oracle Data Source Distribution D on X c* : X ! Y (x1,c*(x1)),.., (xm,c*(xm)) h : X ! Y x1 > 5 x6 > 2 +1 -1 +1 + - + + + - - - - - Labeled Examples Learning Algorithm Expert / Oracle Data Source Distribution D on X c* : X ! Y (x1,c*(x1)).

Maria-Florina Balcan 03/30/2015 Semi-Supervised Learning Readings: • Semi-Supervised Learning. Encyclopedia of Machine Learning. Jerry Zhu, 2010

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