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nyström method

32 papers

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Co-occurring keywords

kernel methods (1097) nystrom method (46) kernel approximation (100) kernel ridge regression (111) matrix approximation (89) kernel learning (102) nyström approximation (19) kernel k-mean (17) kernel matrix (73) low-rank approximation (323)

Papers

Large Scale Online Kernel Learning JMLR 2016

Towards More Efficient SPSD Matrix Approximation and CUR Matrix Decomposition JMLR 2016

Double Nyström Method: An Efficient and Accurate Nyström Scheme for Large-Scale Data Sets ICML 2015

Less is More: Nyström Computational Regularization NIPS 2015

Sampling Methods for the Nyström Method JMLR 2012

Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison NIPS 2012

Quadratic Programming Feature Selection JMLR 2010