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Generalization error
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21	Journal of Machine Learning Research–217 Submitted 8/03; Published 2/04 Generalization Error Bounds for Threshold Decision Lists Martin Anthony Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2004-02-19 16:06:51 Artificial neural networks Decision trees Generalization error Perceptron Decision tree model Artificial neuron Statistical classification VC dimension
22	FLAT MINIMUM SEARCH FINDS SIMPLE NETS Technical Report FKISepp Hochreiter Jurgen Schmidhuber Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:06:59 Estimation theory Mean squared error Test set Generalization error Prediction Sepp Hochreiter
23	Probabilistic ‘Generalization’ of Functions and Dimension-based Uniform Convergence Results Martin Anthony Department of Mathematics London School of Economics and Political Science Add to Reading List Source URL: www.maths.lse.ac.uk Language: English - Date: 2000-04-03 14:58:43 Computational learning theory Machine learning Probably approximately correct learning Uniform convergence VC dimension Probability distribution Stability Generalization error
24	CS269: Machine Learning Theory Lecture 14: Generalization Error of Adaboost November 10, 2010 Lecturer: Jennifer Wortman Vaughan Scribe: David Lei, Daniel Quach, Alex Lee In this lecture we will continue our discussion o Add to Reading List Source URL: www.jennwv.com Language: English - Date: 2013-08-25 22:35:26
25	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
26	Dynamic Sensing: Better Classification under Acquisition Constraints Add to Reading List Source URL: jmlr.org Language: English - Date: 2015-09-16 19:38:47 Statistics Mathematical analysis Probability Probability distributions Generalization error Normal distribution Expected value Spectral theory of ordinary differential equations Beta distribution
27	Introduction to Statistical Learning Theory Olivier Bousquet1 , St´ephane Boucheron2 , and G´abor Lugosi3 1 Max-Planck Institute for Biological Cybernetics Spemannstr. 38, DT¨ Add to Reading List Source URL: www.econ.upf.edu Language: English - Date: 2004-07-08 09:05:04 Machine learning Learning Artificial intelligence Supervised learning Statistical learning theory Empirical risk minimization Probability distribution Pattern recognition Generalization error Stability
28	Boosting on a Budget: Sampling for Feature-Efficient Prediction Lev Reyzin Georgia Institute of Technology, 266 Ferst Drive, Atlanta, GA 30332, USA Abstract Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2011-05-05 13:47:57 Machine learning Artificial intelligence Ensemble learning Learning AdaBoost Boosting Online machine learning Generalization error Decision stump Sampling Margin classifier CoBoosting
29	Shift-Pessimistic Active Learning Using Robust Bias-aware Prediction Anqi Liu, Lev Reyzin and Brian D. Ziebart University of Illinois at Chicago , , Introduction •  Add to Reading List Source URL: www.levreyzin.com Language: English Statistics Knowledge Estimation theory Academia Statistical inference Machine learning Generalization error Confidence interval Regression analysis Kernel density estimation
30	Shift-Pessimistic Active Learning Using Robust Bias-Aware Prediction Anqi Liu Lev Reyzin Brian D. Ziebart Add to Reading List Source URL: www.levreyzin.com Language: English - Date: 2014-11-21 20:49:00 Machine learning Statistics Learning Estimation theory Statistical theory M-estimators Supervised learning Generalization error Cross entropy Maximum likelihood estimation Regression analysis Loss function