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Balcan
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#	Item
41	T HEORY OF C OMPUTING, Volume[removed]), pp. 179–195 http://theoryofcomputing.org Approximation Algorithms and Online Mechanisms for Item Pricing∗ Maria-Florina Balcan† Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-09-27 01:28:53 NP-complete problems Graph theory Approximation algorithm Hypergraph Time complexity Vertex cover Feedback arc set Theoretical computer science Computational complexity theory Applied mathematics
42	Clustering with Interactive Feedback Maria-Florina Balcan and Avrim Blum Carnegie Mellon University Pittsburgh, PA[removed] {ninamf,avrim}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-07-20 15:41:31 Data analysis Data mining Geostatistics Hierarchical clustering Computer cluster CURE data clustering algorithm Complete-linkage clustering Statistics Machine learning Cluster analysis
43	Person Identification in Webcam Images: An Application of Semi-Supervised Learning Maria-Florina Balcan Avrim Blum Patrick Pakyan Choi Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2005-07-06 09:10:25 Learning Semi-supervised learning Co-training Supervised learning Pattern recognition Graph Histogram Vertex Support vector machine Machine learning Statistics Artificial intelligence
44	T HEORY OF C OMPUTING, Volume[removed]), pp. 179–195 http://theoryofcomputing.org Approximation Algorithms and Online Mechanisms for Item Pricing∗ Maria-Florina Balcan† Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-09-27 01:28:53 NP-complete problems Graph theory Approximation algorithm Hypergraph Time complexity Vertex cover Feedback arc set Theoretical computer science Computational complexity theory Applied mathematics
45	New Theoretical Frameworks for Machine Learning Maria-Florina Balcan CMU-CS–[removed]September 15th, 2008 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-09-15 15:29:24 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
46	The Price of Uncertainty Maria-Florina Balcan∗ Avrim Blum† ABSTRACT Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-01 22:25:13 Matroid Price of anarchy Ogonek Topology Geometry Game theory Mathematics Congestion game
47	Improved Equilibria via Public Service Advertising Maria-Florina Balcan∗ Avrim Blum† Yishay Mansour‡ Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-10-05 11:16:05 Price of anarchy Nash equilibrium Price of stability Best response Solution concept Potential game Job scheduling game Game theory Problem solving Economics
48	Finding low error clusterings Maria-Florina Balcan Mark Braverman Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-21 20:12:17 Machine learning Data mining Geostatistics K-means clustering Correlation clustering K-medians clustering Data stream clustering Single-linkage clustering Statistics Cluster analysis Multivariate statistics
49	New Theoretical Frameworks for Machine Learning Maria-Florina Balcan May 2007 School of Computer Science Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-05-09 11:42:20 Supervised learning Semi-supervised learning Active learning Computational learning theory Algorithm Support vector machine Co-training Kernel methods Perceptron Machine learning Artificial intelligence Learning
50	Reducing Mechanism Design to Algorithm Design via Machine Learning ? Maria-Florina Balcan 1 Carnegie Mellon University, Pittsburgh, PA[removed]Avrim Blum 1 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-09-24 23:50:29 Mechanism design Business Problem solving Economics Algorithmic mechanism design Auction Combinatorial auction Algorithm Incentive compatibility Game theory Auction theory Auctioneering

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