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Florina
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#	Item
51	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: 2009-07-13 19:45:43 Linear algebra Hilbert space Function Support vector machine Positive-definite kernel Sheaf Logarithm Vector space Orbifold Mathematics Algebra Operator theory
52	Approximate Clustering without the Approximation Maria-Florina Balcan∗ Avrim Blum† Abstract Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-07-13 19:45:18 Data analysis Data mining Geostatistics Machine learning K-medians clustering Hierarchical clustering K-means clustering Consensus clustering Statistics Multivariate statistics Cluster analysis
53	A Near-Optimality in Covering Games by Exposing Global Information Maria-Florina Balcan, School of Computer Science, Georgia Institute of Technology Sara Krehbiel, School of Computer Science, Georgia Institute of Technol Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-06-18 12:45:50 Applied mathematics Price of anarchy Nash equilibrium Price of stability Congestion game Algorithmic game theory Vertex cover Outcome Potential game Game theory Problem solving Theoretical computer science
54	JMLR: Workshop and Conference Proceedings vol[removed]–29 Active and passive learning of linear separators under log-concave distributions Maria Florina Balcan Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2013-04-24 17:04:46 Cryptography Regression analysis Mathematical analysis Normal distribution Distribution
55	A Discriminative Model for Semi-Supervised Learning ∗ Maria-Florina Balcan School of Computer Science, Georgia Institute of Technology Avrim Blum Computer Science Department, Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.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
56	JMLR: Workshop and Conference Proceedings vol[removed]–24 Learning Valuation Functions Maria Florina Balcan NINAMF @ CC . GATECH . EDU Add to Reading List Source URL: www.cs.cmu.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
57	MARIA-FLORINA BALCAN Carnegie Mellon University Pittsburgh, PA 15213 − 3891 [removed] www.cs.cmu.edu/~ninamf/ Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-08-16 22:01:21 Avrim Blum International Conference on Machine Learning Computational learning theory Conference on Neural Information Processing Systems Semi-supervised learning Balcan Co-training Carnegie Mellon School of Computer Science Theoretical computer science Machine learning Artificial intelligence Learning
58	JMLR: Workshop and Conference Proceedings vol[removed]–22 Distributed Learning, Communication Complexity and Privacy Maria-Florina Balcan∗ Add to Reading List Source URL: www.cs.cmu.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
59	Robust Hierarchical Clustering Maria Florina Balcan Georgia Institute of Technology School of Computer Science Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-03-08 12:53:19 Data mining Geostatistics Machine learning Hierarchical clustering Single-linkage clustering Nearest-neighbor chain algorithm Complete-linkage clustering Statistics Cluster analysis Data analysis
60	Finding Endogenously Formed Communities Maria-Florina Balcan∗ Christian Borgs† Mark Braverman Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-10-04 11:36:25 Logical consequence Logical syntax Metalogic Ordinal arithmetic Curry–Howard correspondence Logic Deduction Entailment