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Positive-definite kernel
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#	Item
101	Learning a Gaussian Process Prior for Automatically Generating Music Playlists John C. Platt Christopher J. C. Burges Steven Swenson Add to Reading List Source URL: alicezheng.org Language: English - Date: 2013-11-10 20:05:08 Kernel Playlist Support vector machine Positive-definite kernel Gaussian process Perceptron Statistics Mathematics Hilbert space
102	The Annals of Statistics 2013, Vol. 41, No. 5, 2263–2291 DOI: [removed]AOS1140 © Institute of Mathematical Statistics, 2013 EQUIVALENCE OF DISTANCE-BASED AND RKHS-BASED Add to Reading List Source URL: www.stat.cmu.edu Language: English - Date: 2014-10-08 15:39:23 Multivariate statistics Hilbert space Metric geometry Metric Energy distance Positive-definite kernel Covariance operator Distance correlation Covariance function Statistics Covariance and correlation Operator theory
103	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
104	L2 Regularization for Learning Kernels Corinna Cortes Google Research New York Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2009-11-02 10:14:29 Hilbert space Category theory Kernel Eigenvalues and eigenvectors Positive-definite kernel Algebra Mathematics Operator theory
105	Two-Stage Learning Kernel Algorithms 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: 2010-05-30 10:30:42 Statistical classification Operator theory Support vector machine Kernel Positive-definite kernel Reproducing kernel Hilbert space Statistics Hilbert space Non-parametric statistics
106	Journal of Machine Learning Research[removed]427 Submitted 8/10; Revised 12/11; Published 2/12 Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2012-03-03 12:39:19 Physics Mathematics Reproducing kernel Hilbert space Positive-definite kernel Fourier series Kernel Hilbert transform Positive-definite function on a group Operator theory Hilbert space Mathematical analysis
107	Sampled forms of functional PCA in reproducing kernel Hilbert spaces Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2013-02-05 16:33:58 Linear algebra Abstract algebra Hilbert space Singular value decomposition Positive-definite kernel Reproducing kernel Hilbert space Eigenvalues and eigenvectors Principal component analysis Von Neumann algebra Algebra Mathematics Operator theory
108	JMLR: Workshop and Conference Proceedings vol[removed]–26 Divide and Conquer Kernel Ridge Regression Yuchen Zhang [removed] Add to Reading List Source URL: www.cs.berkeley.edu Language: English - Date: 2013-05-25 19:10:53 Mathematical analysis Non-parametric statistics Spectral theory Mathematics Kernel regression Reproducing kernel Hilbert space Positive-definite kernel Spectral theory of ordinary differential equations Convergence of Fourier series Operator theory Hilbert space Physics
109	Journal of Machine Learning Research[removed]366 Submitted 8/13; Revised 12/13; Published 1/14 Early Stopping and Non-parametric Regression: An Optimal Data-dependent Stopping Rule Add to Reading List Source URL: www.eecs.berkeley.edu Language: English - Date: 2014-03-05 23:58:24 Hilbert space Operator theory Regression analysis Econometrics Kernel regression Reproducing kernel Hilbert space Least squares Kernel Positive-definite kernel Statistics Non-parametric statistics Mathematics
110	Divide and Conquer Kernel Ridge Regression: A Distributed Algorithm with Minimax Optimal Rates arXiv:1305.5029v2 [math.ST] 29 Apr[removed]Yuchen Zhang 1 Add to Reading List Source URL: arxiv.org Language: English - Date: 2014-04-30 20:37:52 Mathematical analysis Spectral theory Hilbert space Linear algebra Non-parametric statistics Kernel regression Reproducing kernel Hilbert space Eigenvalues and eigenvectors Positive-definite kernel Algebra Mathematics Operator theory

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