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Computational learning theory
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#	Item
361	Curriculam Vitae MANINDRA AGRAWAL, N. Rama Rao Chair Professor Add to Reading List Source URL: www.cse.iitk.ac.in Language: English - Date: 2012-09-16 03:19:14 Computational complexity theory Computer science Complexity NP-complete Lecture Notes in Computer Science AWPP Computational learning theory Theoretical computer science Science Applied mathematics
362	New Theoretical Frameworks for Machine Learning Maria-Florina Balcan CMU-CS–08-153 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2010-06-11 17:54:20 Computational statistics Semi-supervised learning Supervised learning Kernel methods Stability Cluster analysis Active learning Computational learning theory Co-training Machine learning Statistics Artificial intelligence
363	The True Sample Complexity of Active Learning Maria-Florina Balcan Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:55 Computational learning theory Applied mathematics Dimension Statistical classification VC dimension Big O notation Algorithm Mathematics Machine learning Statistics
364	The True Sample Complexity of Active Learning⋆ Maria-Florina Balcan1 , Steve Hanneke2 , and Jennifer Wortman Vaughan3⋆⋆ 1 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2010-02-27 23:58:39 Theoretical computer science Statistics Mathematics Learning Statistical classification VC dimension Algorithm Machine learning Computational learning theory Applied mathematics
365	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
366	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
367	JMLR: Workshop and Conference Proceedings vol[removed]–24 Learning Valuation Functions Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2012-05-24 21:07:27 Computational complexity theory Analysis of algorithms Field theory Fourier analysis Submodular set function Subadditivity Valuation Approximation algorithm Big O notation Mathematics Theoretical computer science Mathematical analysis
368	Learning Submodular Functions⋆ Maria-Florina Balcan1 and Nicholas J. A. Harvey2 1 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2012-07-04 16:58:41 Submodular set function Operations research Machine learning Matroid Mathematical optimization Computational learning theory Algorithm Mathematics Theoretical computer science Applied mathematics
369	The Power of Localization for Efficiently Learning Linear Separators with Noise Pranjal Awasthi Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2014-02-04 22:35:39 Statistics Artificial intelligence Statistical classification Learning Supervised learning Information theory Linear classifier Computational learning theory PP Machine learning Applied mathematics Cybernetics
370	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

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