Nonnegative matrix factorization with constrained second-order optimization
暂无分享,去创建一个
[1] Lucas C. Parra,et al. Nonnegative matrix factorization for rapid recovery of constituent spectra in magnetic resonance chemical shift imaging of the brain , 2004, IEEE Transactions on Medical Imaging.
[2] Yin Zhang,et al. Interior-Point Gradient Method for Large-Scale Totally Nonnegative Least Squares Problems , 2005 .
[3] Bernt Schiele,et al. Introducing a weighted non-negative matrix factorization for image classification , 2003, Pattern Recognit. Lett..
[4] Shun-ichi Amari,et al. Differential-geometrical methods in statistics , 1985 .
[5] Bhaskar D. Rao,et al. Sparse solutions to linear inverse problems with multiple measurement vectors , 2005, IEEE Transactions on Signal Processing.
[6] Dietrich Lehmann,et al. Nonsmooth nonnegative matrix factorization (nsNMF) , 2006, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[7] Andrzej Cichocki,et al. Non-negative Matrix Factorization with Quasi-Newton Optimization , 2006, ICAISC.
[8] Michael W. Berry,et al. Algorithms and applications for approximate nonnegative matrix factorization , 2007, Comput. Stat. Data Anal..
[9] Andrzej Cichocki,et al. Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization , 2007, ISNN.
[10] Inderjit S. Dhillon,et al. Concept Decompositions for Large Sparse Text Data Using Clustering , 2004, Machine Learning.
[11] Andrzej Cichocki,et al. Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches , 2007, Int. J. Neural Syst..
[12] Lucas C. Parra,et al. Recovery of constituent spectra using non-negative matrix factorization , 2003, SPIE Optics + Photonics.
[13] Michael W. Berry,et al. Document clustering using nonnegative matrix factorization , 2006, Inf. Process. Manag..
[14] K. Lange,et al. EM reconstruction algorithms for emission and transmission tomography. , 1984, Journal of computer assisted tomography.
[15] T. Adalı,et al. Non-Negative Matrix Factorization with Orthogonality Constraints for Chemical Agent Detection in Raman Spectra , 2005, 2005 IEEE Workshop on Machine Learning for Signal Processing.
[16] H. Sebastian Seung,et al. Learning the parts of objects by non-negative matrix factorization , 1999, Nature.
[17] Timothy R. C. Read,et al. Goodness-Of-Fit Statistics for Discrete Multivariate Data , 1988 .
[18] Simon J. Shepherd,et al. Extracting characteristic patterns from genome-wide expression data by non-negative matrix factorization , 2004, Proceedings. 2004 IEEE Computational Systems Bioinformatics Conference, 2004. CSB 2004..
[19] Jordi Vitrià,et al. Analyzing non-negative matrix factorization for image classification , 2002, Object recognition supported by user interaction for service robots.
[20] M. Hestenes,et al. Methods of conjugate gradients for solving linear systems , 1952 .
[21] Nanning Zheng,et al. Non-negative matrix factorization based methods for object recognition , 2004, Pattern Recognit. Lett..
[22] L. Lucy. An iterative technique for the rectification of observed distributions , 1974 .
[23] Johnathan M. Bardsley,et al. A Nonnegatively Constrained Convex Programming Method for Image Reconstruction , 2003, SIAM J. Sci. Comput..
[24] A. Cichocki,et al. Multilayer nonnegative matrix factorisation , 2006 .
[25] Andrzej Cichocki,et al. Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms , 2006, ICA.
[26] Pablo Tamayo,et al. Metagenes and molecular pattern discovery using matrix factorization , 2004, Proceedings of the National Academy of Sciences of the United States of America.
[27] Zhaoshui He,et al. Extended SMART Algorithms for Non-negative Matrix Factorization , 2006, ICAISC.
[28] William H. Richardson,et al. Bayesian-Based Iterative Method of Image Restoration , 1972 .
[29] Jong-Hoon Ahn,et al. MULTIPLE NONNEGATIVE-MATRIX FACTORIZATION OF DYNAMIC PET IMAGES , 2004 .
[30] Yunde Jia,et al. Non-negative matrix factorization framework for face recognition , 2005, Int. J. Pattern Recognit. Artif. Intell..
[31] R. Plemmons,et al. Optimality, computation, and interpretation of nonnegative matrix factorizations , 2004 .
[32] Johnathan M. Bardsley. A NONNEGATIVELY CONSTRAINED TRUST REGION ALGORITHM FOR THE RESTORATION OF IMAGES WITH AN UNKNOWN BLUR , 2005 .
[33] Patrik O. Hoyer,et al. Non-negative Matrix Factorization with Sparseness Constraints , 2004, J. Mach. Learn. Res..
[34] P. Sajda,et al. RECOVERY OF CONSTITUENT SPECTRA IN 3D CHEMICAL SHIFT IMAGING USING NON-NEGATIVE MATRIX FACTORIZATION , 2003 .
[35] Oleg Okun,et al. Fast Nonnegative Matrix Factorization and Its Application for Protein Fold Recognition , 2006, EURASIP J. Adv. Signal Process..
[36] Gerardo Toraldo,et al. On the Solution of Large Quadratic Programming Problems with Bound Constraints , 1991, SIAM J. Optim..
[37] Michael W. Spratling. Learning Image Components for Object Recognition , 2006, J. Mach. Learn. Res..
[38] Seungjin Choi,et al. Nonnegative features of spectro-temporal sounds for classification , 2005, Pattern Recognit. Lett..
[39] Chih-Jen Lin,et al. Projected Gradient Methods for Nonnegative Matrix Factorization , 2007, Neural Computation.
[40] Charles L. Byrne,et al. Accelerating the EMML algorithm and related iterative algorithms by rescaled block-iterative methods , 1998, IEEE Trans. Image Process..
[41] A. R. De Pierro,et al. On the relation between the ISRA and the EM algorithm for positron emission tomography , 1993, IEEE Trans. Medical Imaging.