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Sample complexity
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#	Item
1	CS 151 Complexity Theory Spring 2015 Sample LATEX Template March 29, 2015 Add to Reading List Source URL: users.cms.caltech.edu Language: English - Date: 2015-03-29 19:39:24
2	Computational Sample Complexity y Scott E. Decatur z Add to Reading List Source URL: www.wisdom.weizmann.ac.il Language: English - Date: 2014-06-22 06:25:58
3	The Sample Complexity of Online One-Class Collaborative Filtering Reinhard Heckel 1 Kannan Ramchandran 1 Abstract We consider the online one-class collaborative Add to Reading List Source URL: www.reinhardheckel.com - Date: 2018-02-26 02:19:13
4	REFERENCE-BASED COMPRESSED SENSING: A SAMPLE COMPLEXITY APPROACH João F. C. Mota⋆ Lior Weizman♯ Nikos Deligiannis† Add to Reading List Source URL: www.ee.ucl.ac.uk - Date: 2016-01-05 10:54:23
5	Probabilistic Modeling and Model Checking Erika Ábrahám RWTH Aachen University, Germany SFM’14 Tutorial June 17, 2014 Add to Reading List Source URL: www.sti.uniurb.it Language: English - Date: 2014-06-19 19:17:22 Probability Probabilistic complexity theory Probability theory PRISM model checker Software Sample space Model checking Stochastic process Randomized algorithm
6	Valid Generalisation from Approximate Interpolation Martin Anthony∗ Department of Mathematics The London School of Economics and Political Science Houghton Street, London WC2A 2AE, United Kingdom Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 15:00:46 Machine learning Mathematical analysis Sample complexity Mathematics Analysis Quasisymmetric map Dirac delta function
7	A Sufficient Condition for Polynomial Distribution-Dependent Learnability Martin Anthony Department of Mathematics London School of Economics Houghton Street Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:26:58 Computational learning theory Machine learning Learning Theoretical computer science Cognition Probably approximately correct learning Sample complexity VC dimension Mode Occam learning Error Tolerance
8	YouGov Survey Results Sample Size: 1652 GB Adults Fieldwork: 28th - 29th July 2016 EU Referednum Vote Vote in 2015 Add to Reading List Source URL: d25d2506sfb94s.cloudfront.net Language: English - Date: 2016-08-02 05:56:44 Artificial intelligence Educational psychology Neuropsychological assessment Problem solving Problem NP-complete problems Structural complexity theory
9	Mathematical Modelling of Generalization Martin Anthony Department of Mathematics, London School of Economics Houghton Street, London WC2A 2AE, UK www.maths.lse.ac.uk/Personal/martin Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2002-09-24 16:32:03 Machine learning Statistical classification Computational learning theory Decision theory Rademacher complexity Stability VC dimension Support vector machine Sample complexity Generalization error VapnikChervonenkis theory
10	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