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eigenvalue decomposition

33 papers

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Co-occurring keywords

dimensionality reduction (720) principal component analysis (316) sparse principal component analysis (47) matrix decomposition (119) matrix optimization (20) singular value decomposition (222) cardinality constraint (71) similarity matrix (37) second-order optimization (93) streaming algorithm (131)

Papers

Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients NIPS 2015
Extracting Certainty from Uncertainty: Transductive Pairwise Classification from Pairwise Similarities NIPS 2014
Fast algorithms for sparse principal component analysis based on Rayleigh quotient iteration ICML 2013
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
Deflation Methods for Sparse PCA NIPS 2008
Optimal Solutions for Sparse Principal Component Analysis JMLR 2008
Modeling homophily and stochastic equivalence in symmetric relational data NIPS 2007
Learning Spectral Clustering, With Application To Speech Separation JMLR 2006