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VC dimension
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21	Foundation of Intelligent Systems, Part I Statistical Learning Theory (III) FIS Add to Reading List Source URL: www.iip.ist.i.kyoto-u.ac.jp Language: English - Date: 2012-05-27 21:18:51 VC dimension Mathematics Fourier analysis Measure theory Mathematical sciences Analysis Computational learning theory Dimension Statistical classification
22	Use of Multi-category Proximal SVM for Data Set Reduction S.V.N Vishwanathan ? Add to Reading List Source URL: www.stat.purdue.edu Language: English - Date: 2008-09-11 13:00:48 Learning Support vector machines VC dimension Least squares support vector machine Statistics Machine learning Statistical classification
23	CCCG 2008, Montr´eal, Qu´ebec, August 13–15, 2008 VC-Dimension of Visibility on Terrains James King∗ Abstract Add to Reading List Source URL: cccg.ca Language: English - Date: 2008-10-29 00:09:07 Polygons Mathematics Art gallery problem VC dimension Simple polygon Area Applied mathematics Computational geometry Computational learning theory Geometry
24	Staying in the Middle: Exact and Approximate Medians in R1 and R2 for Moving Points ∗ Pankaj K. Agarwal† 1 Add to Reading List Source URL: www.cccg.ca Language: English - Date: 2005-07-31 13:55:46 K-d tree VC dimension Algorithm Centerpoint Ε-net Data stream clustering Geometry Mathematics Statistics
25	JMLR: Workshop and Conference Proceedings vol–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning Add to Reading List Source URL: cseweb.ucsd.edu Language: English - Date: 2011-09-27 03:12:47 Ethics Artificial intelligence Learning Statistical classification Applied probability Exponential mechanism Differential privacy Empirical risk minimization VC dimension Machine learning Data privacy Statistics
26	CCCG 2008, Montr´eal, Qu´ebec, August 13–15, 2008 VC-Dimension of Visibility on Terrains James King∗ Abstract Add to Reading List Source URL: cccg.ca Language: English - Date: 2008-10-29 00:05:06 Polygons Mathematics Art gallery problem VC dimension Simple polygon Area Applied mathematics Computational geometry Computational learning theory Geometry
27	CCCG 2014, Halifax, Nova Scotia, August 11–13, 2014 On the VC-Dimension of Visibility in Monotone Polygons Matt Gibson∗ Erik Krohn† Add to Reading List Source URL: www.cccg.ca Language: English - Date: 2014-06-20 12:59:12 Simple polygon Polygons Monotone polygon Polygon
28	Bias-Variance Tradeoffs in Program Analysis Rahul Sharma Aditya V. Nori Alex Aiken Add to Reading List Source URL: theory.stanford.edu Language: English - Date: 2013-11-07 17:01:23 Computational learning theory Hypothesis testing Statistical tests Overfitting VC dimension Cross-validation Variance Abstract interpretation Probably approximately correct learning Statistics Machine learning Statistical inference
29	A Course in Machine Learning Hal Daumé III 10 \| L EARNING T HEORY Add to Reading List Source URL: ciml.info Language: English - Date: 2014-09-24 16:08:31 Computational learning theory Machine learning Models of computation Computational complexity theory Probably approximately correct learning Algorithm Decision tree model VC dimension PP Theoretical computer science Applied mathematics Mathematics
30	Sample complexity of stochastic least squares system identi cation Erik Weyer1 Department of Chemical Engineering The University of Queensland Brisbane QLD 4072, Australia Add to Reading List Source URL: users.cecs.anu.edu.au Language: English - Date: 2005-03-22 04:24:05 Statistical classification VC dimension Statistics Computational learning theory Dimension