VC dimension - PDFSEARCH.IO - Document Search Engine

VC dimension
Results: 72

#	Item
41	Review of Le ture 6 • The VC Inequality • mH(N ) is polynomial Add to Reading List Source URL: work.caltech.edu Language: English - Date: 2014-12-17 00:07:29 VC dimension Computational learning theory Dimension Statistical classification
42	Generalization Bounds for Learning Kernels Corinna Cortes Google Research, 76 Ninth Avenue, New York, NY[removed]CORINNA @ GOOGLE . COM Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2010-05-11 17:05:20 Positive-definite kernel VC dimension Mathematics Fidelity of quantum states Statistics Hilbert space Operator theory
43	JMLR: Workshop and Conference Proceedings vol[removed]–32 24th Annual Conference on Learning Theory Sample Complexity Bounds for Differentially Private Learning Add to Reading List Source URL: www.cs.columbia.edu Language: English - Date: 2014-11-25 10:45:21 Ethics Artificial intelligence Learning Statistical classification Applied probability Exponential mechanism Differential privacy Empirical risk minimization VC dimension Machine learning Data privacy Statistics
44	Contents Prefa e vii 1 The Learning Problem Add to Reading List Source URL: amlbook.com Language: English - Date: 2014-10-09 00:34:07 Econometrics Statistical classification Supervised learning Generalization error Regularization VC dimension Linear regression Errors and residuals in statistics Statistics Machine learning Regression analysis
45	arXiv:1303.5976v1 [stat.ML] 24 Mar[removed]On Learnability, Complexity and Stability Silvia Villa† , Lorenzo Rosasco†,§ , Tomaso Poggio⊤,† ⊤ CBCL, Massachusetts Institute of Technology † LCSL , Istituto Italia Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2013-03-29 14:22:08 Mathematics Statistics Learning Stability VC dimension Empirical risk minimization Supervised learning Uniform convergence Machine learning Computational learning theory Mathematical analysis
46	arXiv:1303.5976v1 [stat.ML] 24 Mar[removed]On Learnability, Complexity and Stability Silvia Villa† , Lorenzo Rosasco†,§ , Tomaso Poggio⊤,† ⊤ CBCL, Massachusetts Institute of Technology † LCSL , Istituto Italia Add to Reading List Source URL: cbcl.mit.edu Language: English - Date: 2013-03-29 14:22:08 Mathematics Statistics Learning Stability VC dimension Empirical risk minimization Supervised learning Uniform convergence Machine learning Computational learning theory Mathematical analysis
47	JMLR: Workshop and Conference Proceedings vol[removed]–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
48	Statistical Learning of Arbitrary Computable Classifiers David Soloveichik California Institute of Technology Department of Computation and Neural Systems MC[removed]Pasadena, CA 91125 Add to Reading List Source URL: www.dna.caltech.edu Language: English - Date: 2009-05-26 19:56:02 Computational learning theory Computability theory Theory of computation Machine learning Probably approximately correct learning Blum axioms Computable function Uniform convergence VC dimension Theoretical computer science Mathematics Applied mathematics
49	Minimum Reference Set Based Feature Selection for Small Sample Classifications Xue-wen Chen [removed] Jong Cheol Jeong Add to Reading List Source URL: www.machinelearning.org Language: English - Date: 2008-12-01 11:26:27 Statistical classification Support vector machine K-nearest neighbor algorithm VC dimension Feature selection Structural risk minimization Training set Least squares support vector machine Supervised learning Statistics Machine learning Artificial intelligence
50	The True Sample Complexity of Active Learning⋆ Maria-Florina Balcan1 , Steve Hanneke2 , and Jennifer Wortman Vaughan3⋆⋆ 1 3 Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2010-02-27 23:58:39 Theoretical computer science Statistics Mathematics Learning Statistical classification VC dimension Algorithm Machine learning Computational learning theory Applied mathematics