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Florina
Results: 164

#	Item
111	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
112	A Theory of Learning with Similarity Functions⋆ Maria-Florina Balcan1 , Avrim Blum1 , and Nathan Srebro2 1 Computer Science Department, Carnegie Mellon University {ninamf,avrim}@cs.cmu.edu Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-08-01 19:46:50 Linear algebra Hilbert space Function Support vector machine Positive-definite kernel Sheaf Logarithm Vector space Orbifold Mathematics Algebra Operator theory
113	On Kernels, Margins, and Low-dimensional Mappings Maria-Florina Bal an1 and Avrim Blum1 and Santosh Vempala2 1 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-04-06 21:13:50 Mathematics Non-parametric statistics Probability and statistics Probability theory Kernel Normal distribution Statistics
114	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
115	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
116	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
117	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
118	Agnostic Clustering? Maria Florina Balcan1 , Heiko R¨oglin2?? , and Shang-Hua Teng3 1 College of Computing, Georgia Institute of Technology [removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-07-10 18:28:06 Cluster analysis Data analysis Data mining Geostatistics K-means clustering Consensus clustering Data stream clustering Statistics Machine learning Multivariate statistics
119	Robust Reductions from Ranking to Classification Maria-Florina Balcan1 , Nikhil Bansal2 , Alina Beygelzimer2 , Don Coppersmith3 , John Langford4 , and Gregory B. Sorkin2 1 2 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-06-17 07:57:59 Biostatistics Data mining Receiver operating characteristic Socioeconomics Statistics Statistical classification Machine learning
120	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

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