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VC dimension
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11	PAC Learning and Artificial Neural Networks Martin Anthony and Norman Biggs Department of Mathematics, London School of Economics and Political Science (University of London), Houghton St., London WC2A 2AE, United Kingdo Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:19:07 Computational learning theory Artificial neural networks Machine learning Computational statistics Learning VC dimension Sample complexity Probably approximately correct learning Backpropagation Perceptron Vladimir Vapnik Radial basis function network
12	Machine Learning Foundations (機器學習基石) Lecture 7: The VC Dimension Hsuan-Tien Lin (林軒田) Add to Reading List Source URL: www.csie.ntu.edu.tw Language: English - Date: 2015-05-12 01:37:02
13	VC-dimension and Erd˝os-P´osa property Nicolas Bousquet1a , St´ephan Thomass´e2b a Universit´ e b LIP, Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-12-04 20:23:39
14	Machine Learning Foundations (機器學習基石) Lecture 7: The VC Dimension Hsuan-Tien Lin (林軒田) Add to Reading List Source URL: www.csie.ntu.edu.tw Language: English - Date: 2015-05-12 01:37:02
15	How Boosting the Margin Can Also Boost Classifier Complexity ICML ’06 Lev Reyzin Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2009-10-27 11:25:10 Machine learning Artificial intelligence Ensemble learning Learning Boosting AdaBoost Statistical classification Classifier Robert Schapire Generalization error VC dimension Margin classifier
16	The VC dimension of constraint-based grammars Max Banea , Jason Rigglea , Morgan Sondereggerb a University b University of Chicago, Department of Linguistics, 1010 East 59th Street, Chicago, IL 60637. Add to Reading List Source URL: people.linguistics.mcgill.ca Language: English - Date: 2012-07-11 18:04:53 Geometry Mathematics Mathematical optimization Linguistics Optimality theory Phonology Phonotactics Linear algebra Hyperplane Feasible region Arrangement of hyperplanes Modal logic
17	VC-Dimension and Rademacher Averages: From Statistical Learning Theory to Sampling Algorithms Add to Reading List Source URL: bigdata.cs.brown.edu Language: English - Date: 2015-08-10 21:05:34
18	Shallow Packings in Geometry ∗ Esther Ezra † December 16, 2014 Abstract We refine the bound on the packing number, originally shown by Haussler, for shallow geometric set Add to Reading List Source URL: www.cims.nyu.edu Language: English - Date: 2014-12-19 01:11:03 Abstract algebra Algebraic topology Group theory Vector space Euclidean vector VC dimension Simplicial set Continuous function Abstract simplicial complex Algebra Mathematics Linear algebra
19	Model Selection for Multi-class SVMs Yann Guermeur1 , Myriam Maumy2 , and Fr´ed´eric Sur1 1 2 Add to Reading List Source URL: conferences.telecom-bretagne.eu Language: English - Date: 2005-05-10 06:36:00 Support vector machine Valuation Reproducing kernel Hilbert space Normal distribution VC dimension Statistics Statistical classification Abstract algebra
20	Mergeable Summaries Pankaj K. Agarwal Graham Cormode Zhewei Wei Add to Reading List Source URL: www.cs.utah.edu Language: English - Date: 2011-08-26 19:16:55 Asymptotic analysis Algorithms Streaming algorithm VC dimension Order statistic Quantile Open set Big O notation Ε-net Statistics Mathematics Summary statistics