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Balcan
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#	Item
81	A Discriminative Framework for Clustering via Similarity Functions Maria-Florina Balcan∗ Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:27 Geostatistics Machine learning Single-linkage clustering Hierarchical clustering K-medians clustering K-means clustering Correlation clustering Spectral clustering Consensus clustering Statistics Cluster analysis Data mining
82	Clustering via Similarity Functions: Theoretical Foundations and Algorithms∗ Maria-Florina Balcan† Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2010-10-31 19:53:49 Hierarchical clustering K-means clustering Single-linkage clustering K-medians clustering Document clustering Consensus clustering Machine learning Data stream clustering Statistics Cluster analysis Correlation clustering
83	A Clustering under Approximation Stability MARIA-FLORINA BALCAN, Georgia Institute of Technology Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2013-03-19 12:47:03 Data mining Geostatistics Machine learning K-medians clustering K-means clustering Hierarchical clustering Approximation algorithm K-means++ Consensus clustering Statistics Multivariate statistics Cluster analysis
84	Approximate Clustering without the Approximation Maria-Florina Balcan∗ Add to Reading List Source URL: www.cc.gatech.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
85	Agnostic Active Learning Maria-Florina Balcan Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2012-06-02 16:55:48 Machine learning Empirical risk minimization Uniform convergence
86	Agnostic Active Learning ? Maria-Florina Balcan Carnegie Mellon University, Pittsburgh, PA 15213 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2009-07-13 19:45:13 Supervised learning Empirical risk minimization Semi-supervised learning Active learning Machine learning Artificial intelligence Learning
87	MARIA-FLORINA BALCAN Georgia Institute of Technology Atlanta, GA 15213 − 3891 Add to Reading List Source URL: www.cc.gatech.edu Language: English - Date: 2014-03-20 13:19:46 Avrim Blum Computational learning theory International Conference on Machine Learning Conference on Neural Information Processing Systems Semi-supervised learning Balcan Co-training Theoretical computer science Carnegie Mellon School of Computer Science Machine learning Artificial intelligence Learning
88	Teaching Statement Maria-Florina Balcan Many of the most rewarding experiences in my education and professional training are related to teaching. I have been fortunate to taste this activity in various flavors, from giv Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-30 21:44:43 Educational psychology Curricula Distance education E-learning Homework Avrim Blum Machine learning Teaching assistant Active learning Education Philosophy of education Education reform
89	Research Statement Maria-Florina Balcan Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-30 21:53:22 Semi-supervised learning Avrim Blum Computational learning theory Supervised learning Cluster analysis Active learning Co-training Algorithm Kernel methods Machine learning Statistics Artificial intelligence
90	Curriculum Vitae Maria-Florina Balcan Personal Information Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2009-05-24 15:58:02 Avrim Blum Manuel Blum Computational learning theory International Conference on Machine Learning Conference on Neural Information Processing Systems Carnegie Mellon School of Computer Science Semi-supervised learning Co-training Machine learning Artificial intelligence Learning

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