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Balcan
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#	Item
21	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
22	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
23	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
24	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
25	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
26	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
27	Agnostic Active Learning Maria-Florina Balcan School of Computer Science, Carnegie Mellon University, Pittsburgh, PA[removed]removed] Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-06-02 16:55:48 Machine learning Empirical risk minimization Uniform convergence
28	Learning Submodular Functions Maria-Florina Balcan Nicholas J. A. Harvey Georgia Institute of Technology Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-03-20 11:31:10 Submodular set function Order theory Matroid FKG inequality Supermodular function Linear programming Oriented matroid Polymatroid Mathematics Mathematical optimization Matroid theory
29	Submodular Functions: Learnability, Structure, and Optimization∗ Maria-Florina Balcan† Nicholas J. A. Harvey‡ arXiv:1008.2159v3 [cs.DS] 22 Aug 2012 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-08-23 13:02:17 Matroid theory Operations research Computational complexity theory Submodular set function Matroid Linear programming Combinatorial optimization Algorithm Approximation algorithm Mathematics Applied mathematics Theoretical computer science
30	JMLR: Workshop and Conference Proceedings vol[removed]–34 Robust Interactive Learning Maria Florina Balcan NINAMF @ CC . GATECH . EDU Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2012-05-24 20:13:01 Applied mathematics Computational complexity theory Learning Empirical risk minimization Probably approximately correct learning Decision tree model Active learning Machine learning Theoretical computer science Artificial intelligence

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