Open AccessNystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation
Author(s) -
Zenglin Xu,
Rong Jin,
Bin Shen,
Shenghuo Zhu
Publication year - 2015
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v29i1.9626
Subject(s) - kernel (algebra) , mathematics , kernel method , variable kernel density estimation , computation , eigenvalues and eigenvectors , kernel embedding of distributions , kernel principal component analysis , sparse matrix , nyström method , matrix (chemical analysis) , mathematical optimization , algorithm , computer science , artificial intelligence , integral equation , support vector machine , combinatorics , mathematical analysis , chemistry , computational chemistry , physics , quantum mechanics , gaussian , chromatography