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Balcan
Results: 90

#	Item
61	Better Guarantees for Sparsest Cut Clustering Maria-Florina Balcan Microsoft Research, New England One Memorial Drive, Cambridge, MA [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-22 14:29:08 Computational statistics Cut Graph connectivity K-means clustering K-medians clustering Approximation algorithm Linear programming relaxation K-means++ Cluster analysis Statistics Mathematics Combinatorial optimization
62	A Theory of Loss-leaders: Making Money by Pricing Below Cost Maria-Florina Balcan∗ Avrim Blum∗ ∗ T-H. Hubert Chan Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-09-03 07:42:48 Pricing Applied mathematics Mathematical optimization Mathematics Financial economics Economic model Dynamic programming Valuation Discounting Marketing Business Operations research
63	Agnostic Active Learning ? Maria-Florina Balcan Carnegie Mellon University, Pittsburgh, PA[removed]Alina Beygelzimer IBM T. J. Watson Research Center, Hawthorne, NY 10532 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-06-13 14:02:36 Supervised learning Empirical risk minimization Semi-supervised learning Active learning Machine learning Artificial intelligence Learning
64	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
65	Sponsored Search Auction Design via Machine Learning ∗ Maria-Florina Balcan† Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-05-29 15:38:24 Combinatorial auction Online auction business model Auction theory Auctioneering Auction
66	The True Sample Complexity of Active Learning Maria-Florina Balcan Computer Science Department Carnegie Mellon University [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-05-04 17:50:21 Computational learning theory Applied mathematics Dimension Statistical classification VC dimension Big O notation Algorithm Mathematics Machine learning Statistics
67	Improved Guarantees for Learning via Similarity Functions Maria-Florina Balcan 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: 2008-05-13 17:43:56 Generalized functions Statistical theory Decision theory Econometrics Loss function Function Sheaf Supervised learning Support vector machine Mathematics Mathematical analysis Statistics
68	New Theoretical Frameworks for Machine Learning Maria-Florina Balcan CMU-CS–08-153 Add to Reading List Source URL: www.cs.cmu.edu Language: English Computational statistics Semi-supervised learning Supervised learning Co-training Active learning Stability Computational learning theory Book:Machine Learning - The Complete Guide Unsupervised learning Machine learning Artificial intelligence Learning
69	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
70	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

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