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Balcan
Results: 90

#	Item
31	The Power of Localization for Efficiently Learning Linear Separators with Noise Pranjal Awasthi [removed] Maria Florina Balcan Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-02-04 22:35:39 Statistics Artificial intelligence Statistical classification Learning Supervised learning Information theory Linear classifier Computational learning theory PP Machine learning Applied mathematics Cybernetics
32	Influence Function Learning in Information Diffusion Networks Nan Du, Yingyu Liang {DUNAN , YLIANG 39}@ GATECH . EDU Maria-Florina Balcan NINAMF @ CC . GATECH . EDU Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2014-07-05 15:40:08 Function Neural networks Mathematics Compiler construction Static single assignment form
33	A Clustering under Approximation Stability MARIA-FLORINA BALCAN, Georgia Institute of Technology AVRIM BLUM, Carnegie Mellon University ANUPAM GUPTA, Carnegie Mellon University Add to Reading List Source URL: www.cs.cmu.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
34	The Power of Localization for Efficiently Learning Linear Separators with Noise Pranjal Awasthi [removed] Maria Florina Balcan Add to Reading List Source URL: www.phillong.info Language: English - Date: 2014-03-07 12:21:42 Learning Machine learning Statistical classification Supervised learning Information theory Vector space Stability Linear classifier PP Algebra Mathematics Cybernetics
35	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.phillong.info Language: English - Date: 2013-08-07 11:59:27 Distribution SL Mathematical analysis Generalized functions Normal distribution
36	A PAC-style Model for Learning from Labeled and Unlabeled Data Maria-Florina Balcan and Avrim Blum Computer Science Department, Carnegie Mellon University {ninamf,avrim}@cs.cmu.edu Abstract. There has been growing intere Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-12-28 22:51:18 Statistical inference Sample size determination Sampling Machine learning
37	A Discriminative Framework for Clustering via Similarity Functions Maria-Florina Balcan∗ Avrim Blum∗ Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-03-29 00:03:04 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
38	On a Theory of Learning with Similarity Functions Maria-Florina Balcan NINAMF @ CS . CMU . EDU Avrim Blum AVRIM @ CS . CMU . EDU Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-10-25 14:36:01 Support vector machine Function Perceptron Sheaf Positive-definite kernel Kernel Mathematics Exponentials Gaussian function
39	Asymptotic Active Learning Maria-Florina Balcan∗ Eyal Even-Dar† Yishay Mansour¶ Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2007-11-10 14:35:17 Mathematics Computational learning theory Theoretical computer science Learning Statistical inference Supervised learning Active learning VC dimension Statistical classification Statistics Machine learning Applied mathematics
40	Item Pricing for Revenue Maximization Maria-Florina Balcan∗ Avrim Blum† ABSTRACT Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2008-05-13 17:43:44 Auction theory Economics Marketing Pricing Mechanism design Subadditivity Submodular set function Futures contract Auction Game theory Auctioneering Business

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