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Reproducing kernel Hilbert space
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#	Item
51	Learning with Non-Positive Kernels Cheng Soon Ong [removed] Computer Sciences Laboratory, RSISE, Australian National University, 0200 ACT, Australia Xavier Mary Add to Reading List Source URL: eprints.pascal-network.org Language: English - Date: 2004-12-02 02:53:07 Operator theory Hilbert space Abstract algebra Quantum mechanics Reproducing kernel Hilbert space Positive-definite kernel Kernel Indefinite inner product space Inner product space Algebra Mathematics Linear algebra
52	Journal of Machine Learning Research[removed]1561 Submitted 8/09; Revised 3/10; Published 4/10 Hilbert Space Embeddings and Metrics on Probability Measures Bharath K. Sriperumbudur Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2010-05-06 01:28:07 Operator theory Generalized functions Hilbert space Functional analysis Dirac delta function Kullback–Leibler divergence Reproducing kernel Hilbert space Distribution Continuous function Mathematical analysis Mathematics Fourier analysis
53	Kernel Choice and Classifiability for RKHS Embeddings of Probability Distributions Bharath K. Sriperumbudur Department of ECE UC San Diego, La Jolla, USA Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2009-11-08 23:50:48 Operator theory Fourier transform Joseph Fourier Normal distribution Reproducing kernel Hilbert space Dirac delta function Positive-definite kernel Orbifold Meijer G-function Mathematical analysis Fourier analysis Hilbert space
54	Nonparametric Tree Graphical Models via Kernel Embeddings 1 Le Song,1 Arthur Gretton,1,2 Carlos Guestrin1 School of Computer Science, Carnegie Mellon University; 2 MPI for Biological Cybernetics Add to Reading List Source URL: www.select.cs.cmu.edu Language: English - Date: 2010-04-01 17:58:33 Model theory Differential topology Embedding Order theory Belief propagation Function Reproducing kernel Hilbert space Mathematics Functions and mappings Graphical models
55	This article has been accepted for inclusion in a future issue of this journal. Content is final as presented, with the exception of pagination. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 7, NO. 3, JULY[removed]R Add to Reading List Source URL: www.is.tuebingen.mpg.de Language: English - Date: 2011-01-20 08:11:55 Imaging Machine learning Spectroscopy Support vector machine Feature selection Kernel methods Mutual information Reproducing kernel Hilbert space Kernel Statistics Statistical classification Multivariate statistics
56	Learning with Invariance via Linear Functionals on Reproducing Kernel Hilbert Space Xinhua Zhang National ICT Australia (NICTA) Australian National University Add to Reading List Source URL: www.stats.ox.ac.uk Language: English - Date: 2013-11-10 18:21:29 Linear algebra Functional analysis Abstract algebra Operator theory Functions and mappings Linear map Operator Vector space Distribution Algebra Mathematics Mathematical analysis
57	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
58	Learning Non-Linear Combinations of Kernels Corinna Cortes Google Research 76 Ninth Ave New York, NY 10011 Add to Reading List Source URL: www.cs.nyu.edu Language: English - Date: 2013-12-23 11:30:52 Abstract algebra Linear algebra Hilbert space Signal processing Statistical classification Support vector machine Kernel principal component analysis Kernel Reproducing kernel Hilbert space Algebra Mathematics Statistics
59	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
60	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