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Balcan
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#	Item
51	Mechanism Design via Machine Learning∗ Maria-Florina Balcan † Department of Computer Science Carnegie Mellon University [removed] Jason D. Hartline Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-10-25 14:38:59 Mathematical analysis Business Auction Big O notation XTR Vickrey auction Auction theory Auctioneering Mathematics
52	A Theory of Loss-Leaders: Making Money by Pricing Below Cost Maria-Florina Balcan, Avrim Blum, T-H. Hubert Chan, and MohammadTaghi Hajiaghayi Computer Science Department, Carnegie Mellon University {ninamf,avrim,hubert,h Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-10-26 14:42:41 Finance Economic model Valuation Discounting Penetration pricing Pricing strategies Marketing Pricing Business
53	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
54	Mechanism Design, Machine Learning, and Pricing Problems MARIA-FLORINA BALCAN and AVRIM BLUM School of Computer Science, Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-18 20:30:04 Business Applied mathematics Science Combinatorial auction Operations research Algorithm Computational learning theory Auction Complexity Auction theory Auctioneering Theoretical computer science
55	Co-Training and Expansion: Towards Bridging Theory and Practice Maria-Florina Balcan Computer Science Dept. Carnegie Mellon Univ. Pittsburgh, PA 15213 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-28 22:51:11 Entailment Logical consequence Metalogic Randomized algorithm Semi-supervised learning Markov chain Conditional independence Strength of materials Logic Probability theory Deduction
56	Approximate Clustering without the Approximation Maria-Florina Balcan∗ Avrim Blum† Abstract Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-10-05 11:16:56 Data analysis Data mining Geostatistics Machine learning K-medians clustering Hierarchical clustering K-means clustering Consensus clustering Statistics Multivariate statistics Cluster analysis
57	Similarity-Based Theoretical Foundation for Sparse Parzen Window Prediction Maria-Florina Balcan Avrim Blum Computer Science Department, Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-05-06 20:35:46 Statistical classification Machine learning Operator theory Learning Support vector machine Hinge loss Relevance vector machine Hilbert space Function Statistics Mathematics Artificial intelligence
58	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
59	Clustering via Similarity Functions: Theoretical Foundations and Algorithms∗ Maria-Florina Balcan Microsoft Research, [removed] and Avrim Blum Carnegie Mellon University, [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-04 20:05:56 Machine learning Multivariate statistics Data mining Geostatistics Correlation clustering K-medians clustering Hierarchical clustering K-means clustering Single-linkage clustering Statistics Computational statistics Cluster analysis
60	Item Pricing for Revenue Maximization MARIA-FLORINA BALCAN Microsoft Research, New England and AVRIM BLUM Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-12-02 19:09:19 Auction theory Economics Game theory Marketing Auction Subadditivity Mechanism design Submodular set function Price Business Auctioneering Pricing

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