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Sriperumbudur
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#	Item
1	Sparse Eigen Methods by D.C. Programming Bharath K. Sriperumbudur Department of Electrical and Computer Engineering, University of California, San Diego, CAUSA. David A. Torres Add to Reading List Source URL: eceweb.ucsd.edu - Date: 2015-07-31 19:00:27
2	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: eceweb.ucsd.edu - Date: 2015-07-31 19:00:27
3	Metric Embedding for Kernel Classification Rules Bharath K. Sriperumbudur BHARATHSV @ UCSD . EDU Omer A. Lang OLANG @ UCSD . EDU Gert R. G. Lanckriet Add to Reading List Source URL: eceweb.ucsd.edu - Date: 2015-07-31 19:00:27
4	Journal of Machine Learning Research1561 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: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:27 Mathematical analysis Mathematics Analysis Hilbert space Fourier analysis Generalized functions Functional analysis Operator theory Reproducing kernel Hilbert space Positive-definite kernel Dirac delta function Convolution
5	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: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:28 Hilbert space Fourier analysis Operator theory Probability theory Probability distributions Reproducing kernel Hilbert space Positive-definite kernel Fourier transform Normal distribution Dirac delta function Characteristic function Kernel
6	On the relation between universality, characteristic kernels and RKHS embedding of measures Bharath K. Sriperumbudur Dept. of ECE, UC San Diego La Jolla, USA. Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Category theory Functions and mappings Hilbert space Operator theory Functional analysis Reproducing kernel Hilbert space Kernel Embedding HahnBanach theorem Distribution Banach space Compact operator
7	Learning in Hilbert vs. Banach Spaces: A Measure Embedding Viewpoint Bharath K. Sriperumbudur Gatsby Unit University College London Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:24 Operator theory Hilbert space Banach spaces Function spaces Fourier analysis Reproducing kernel Hilbert space Positive-definite kernel Reflexive space Distribution HahnBanach theorem Embedding Sobolev space
8	Mach Learn:3–39 DOIs10994A majorization-minimization approach to the sparse generalized eigenvalue problem Bharath K. Sriperumbudur · David A. Torres · Add to Reading List Source URL: eceweb.ucsd.edu Language: English - Date: 2015-07-31 19:00:27 Multivariate statistics Operations research Mathematical optimization Numerical linear algebra Dimension reduction Sparse PCA Sparse approximation Principal component analysis Limit of a function Convex optimization Semidefinite programming K-SVD
9	Optimal Uniform and Lp Rates for Random Fourier Features Zolt´an Szab´o∗ Gatsby Unit, UCL Joint work with Bharath K. Sriperumbudur∗ Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2015-12-04 13:01:08
10	Optimal Uniform and Lp Rates for Random Fourier Features Bharath K. Sriperumbudur∗ Department of Statistics Pennsylvania State University University Park, PA 16802, USA Add to Reading List Source URL: www.gatsby.ucl.ac.uk Language: English - Date: 2015-12-04 16:17:46