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Probably approximately correct learning
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#	Item
41	Discriminative Learning can Succeed where Generative Learning Fails ? Philip M. Long, a Rocco A. Servedio, b,∗,1 Hans Ulrich Simon c a Google, b Columbia Add to Reading List Source URL: www.phillong.info Language: English - Date: 2013-08-07 12:11:06 Applied mathematics Generative model Discriminative model Probably approximately correct learning Probabilistic method Algorithm PP Linear classifier Supervised learning Machine learning Statistics Mathematics
42	Using the Doubling Dimension to Analyze the Generalization of Learning Algorithms Nader H. Bshouty∗ Technion Yi Li Add to Reading List Source URL: www.phillong.info Language: English - Date: 2013-08-07 11:59:37 Statistical classification Generalized functions Mathematics Dimension VC dimension Distribution Probably approximately correct learning Computational learning theory Mathematical analysis Statistics
43	Open Problems in Efficient Semi-Supervised PAC Learning Avrim Blum? and Maria-Florina Balcan∗ Carnegie Mellon University 1 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-10-25 14:33:39 Computational statistics Semi-supervised learning Supervised learning Co-training Probably approximately correct learning Computational learning theory Support vector machine Transduction Machine learning Artificial intelligence Learning
44	21 An Augmented PAC Model for SemiSupervised Learning Maria-Florina Balcan Avrim Blum Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-28 22:40:12 Supervised learning Semi-supervised learning Probably approximately correct learning Transduction Behavior Machine learning Artificial intelligence Learning
45	A Discriminative Model for Semi-Supervised Learning ∗ Maria-Florina Balcan and Avrim Blum Computer Science Department Carnegie Mellon University. {ninamf,avrim}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-09-20 14:21:26 Learning Supervised learning Semi-supervised learning Transduction Probably approximately correct learning Co-training Pattern recognition Word-sense disambiguation Statistical hypothesis testing Machine learning Statistics Artificial intelligence
46	A Discriminative Model for Semi-Supervised Learning ∗ Maria-Florina Balcan Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-09-02 22:40:44 Learning Transduction Semi-supervised learning Supervised learning Pattern recognition Co-training Probably approximately correct learning Word-sense disambiguation Computational learning theory Machine learning Statistics Artificial intelligence
47	JMLR: Workshop and Conference Proceedings vol[removed]–34 Robust Interactive Learning Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2012-05-24 20:13:01 Applied mathematics Computational complexity theory Learning Empirical risk minimization Probably approximately correct learning Decision tree model Active learning Machine learning Theoretical computer science Artificial intelligence
48	JMLR: Workshop and Conference Proceedings vol[removed]–22 Distributed Learning, Communication Complexity and Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2012-06-04 16:01:05 Computational learning theory Statistical classification Machine learning Computational complexity theory Probably approximately correct learning Communication complexity Margin classifier Supervised learning VC dimension Theoretical computer science Statistics Applied mathematics
49	21 An Augmented PAC Model for SemiSupervised Learning Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:25 Supervised learning Semi-supervised learning Probably approximately correct learning Transduction Behavior Machine learning Artificial intelligence Learning
50	Machine Learning, 17, [removed]) @ 1994 Kluwer Academic Publishers,Boston. Manufacturedin The Netherlands. Toward Efficient Agnostic Learning MICHAEL J. KEARNS Add to Reading List Source URL: www.cs.princeton.edu Language: English - Date: 2008-06-17 11:55:57 Statistics Learning Probably approximately correct learning Loss function PP Empirical risk minimization Stability Machine learning Applied mathematics Computational learning theory

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