Structured Sparse Principal Component Analysis
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Francis R. Bach | Guillaume Obozinski | Rodolphe Jenatton | G. Obozinski | F. Bach | Rodolphe Jenatton
[1] Tong Zhang,et al. Multi-stage Convex Relaxation for Learning with Sparse Regularization , 2008, NIPS.
[2] Fan Chung,et al. Spectral Graph Theory , 1996 .
[3] R. Tibshirani,et al. Sparse Principal Component Analysis , 2006 .
[4] Amnon Shashua,et al. Nonnegative Sparse PCA , 2006, NIPS.
[5] Junzhou Huang,et al. Learning with structured sparsity , 2009, ICML '09.
[6] Francis R. Bach,et al. Consistency of the group Lasso and multiple kernel learning , 2007, J. Mach. Learn. Res..
[7] Charles A. Micchelli,et al. Learning the Kernel Function via Regularization , 2005, J. Mach. Learn. Res..
[8] Thérèse E Malliavin,et al. Dynamics and energetics: a consensus analysis of the impact of calcium on EF-CaM protein complex. , 2009, Biophysical journal.
[9] Jean Ponce,et al. Convex Sparse Matrix Factorizations , 2008, ArXiv.
[10] R. Tibshirani,et al. A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. , 2009, Biostatistics.
[11] Francis R. Bach,et al. Structured Variable Selection with Sparsity-Inducing Norms , 2009, J. Mach. Learn. Res..
[12] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[13] I. Jolliffe,et al. A Modified Principal Component Technique Based on the LASSO , 2003 .
[14] Marc'Aurelio Ranzato,et al. Learning invariant features through topographic filter maps , 2009, CVPR.
[15] Ben Taskar,et al. Joint covariate selection and joint subspace selection for multiple classification problems , 2010, Stat. Comput..
[16] Volkan Cevher,et al. Model-Based Compressive Sensing , 2008, IEEE Transactions on Information Theory.
[17] Rajat Raina,et al. Efficient sparse coding algorithms , 2006, NIPS.
[18] Guillermo Sapiro,et al. Online dictionary learning for sparse coding , 2009, ICML '09.
[19] K. Schittkowski,et al. NONLINEAR PROGRAMMING , 2022 .
[20] Lawrence Carin,et al. Exploiting Structure in Wavelet-Based Bayesian Compressive Sensing , 2009, IEEE Transactions on Signal Processing.
[21] Avinash C. Kak,et al. PCA versus LDA , 2001, IEEE Trans. Pattern Anal. Mach. Intell..
[22] Lester W. Mackey,et al. Deflation Methods for Sparse PCA , 2008, NIPS.
[23] U. Feige,et al. Spectral Graph Theory , 2015 .
[24] Geoffrey J. Gordon,et al. A Unified View of Matrix Factorization Models , 2008, ECML/PKDD.
[25] Guillermo Sapiro,et al. Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations , 2009, NIPS.
[26] Shai Avidan,et al. Spectral Bounds for Sparse PCA: Exact and Greedy Algorithms , 2005, NIPS.
[27] Alexandre d'Aspremont,et al. Optimal Solutions for Sparse Principal Component Analysis , 2007, J. Mach. Learn. Res..
[28] E. Lehmann. Testing Statistical Hypotheses , 1960 .
[29] Jean-Philippe Vert,et al. Group lasso with overlap and graph lasso , 2009, ICML '09.