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nyström method

34 papers

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kernel methods (13) nystrom method (10) kernel approximation (8) kernel ridge regression (6) nyström approximation (5) kernel learning (5) matrix approximation (4) low-rank approximation (4) kernel k-mean (3) kernel matrix (3)

Papers

Error Analysis of Generalized Nyström Kernel Regression NeurIPS 2016 Large Scale Online Kernel Learning JMLR 2016 SPSD Matrix Approximation vis Column Selection: Theories, Algorithms, and Extensions 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 NeurIPS 2015 Nyström Method vs Random Fourier Features: A Theoretical and Empirical Comparison NeurIPS 2012 Sampling Methods for the Nyström Method JMLR 2012 Quadratic Programming Feature Selection JMLR 2010