Non-negative matrix factorization with sparseness constraints (2004)

by Patrik O. Hoyer , Peter Dayan
Venue:Journal of Machine Learning Research
Citations:284 - 0 self

Active Bibliography

14 Nonnegative matrix approximation: algorithms and applications – Suvrit Sra, Inderjit S. Dhillon - 2006
Learning Sparse Basis Vectors in Small-Sample Datasets through Regularized Non-Negative Matrix Factorization – T. Yamanaka, A. Perera, B. Raman, A Gutierrez-galvez, R. Gutierrez-osuna
2 Probabilistic Models of Early Vision – Patrik O. Hoyer - 2002
30 Nonsmooth nonnegative matrix factorization (nsnmf – Alberto Pascual-montano, J. M. Carazo, Senior Member, Kieko Kochi, Dietrich Lehmann, Roberto D. Pascual-marqui - 2006
Nonnegative matrix – Liu Weixiang, Zheng Nanning, You Qubo
60 Generalized nonnegative matrix approximations with Bregman divergences – Inderjit S. Dhillon, Suvrit Sra - 2005
104 Non-negative sparse coding, in – Patrik O. Hoyer
Patrik O. Hoyer – Neural Networks Research, Patrik O. Hoyer - 2002
15 Graph regularized non-negative matrix factorization for data representation – Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang - 2011
from natural images – Patrik O. Hoyer - 2001
49 A Multi-Layer Sparse Coding Network Learns Contour Coding From Natural Images – Patrik O. Hoyer, Aapo Hyvärinen - 2002
35 Survey of Sparse and Non-Sparse Methods in Source Separation – Paul D. O’Grady, Barak A. Pearlmutter, Scott T. Rickard - 2005
25 NON-NEGATIVE MATRIX FACTORIZATION BASED ON ALTERNATING NON-NEGATIVITY CONSTRAINED LEAST SQUARES AND ACTIVE SET METHOD – Hyunsoo Kim, Haesun Park
6 Independent Component Analysis in Image Denoising – Patrik Hoyer - 1999
134 Projected gradient methods for Nonnegative Matrix Factorization – Chih-jen Lin - 2007
45 Convex and Semi-Nonnegative Matrix Factorizations – Chris Ding, Tao Li, Michael I. Jordan - 2008
12 Modeling Receptive Fields with Non-Negative Sparse Coding – Patrik O. Hoyer - 2003
Block Coordinate Descent for Sparse NMF – Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux, Barak A. Pearlmutter - 2013
4 Two-dimensional non-negative matrix factorization for face representation and recognition – Daoqiang Zhang, Songcan Chen, Zhi-hua Zhou - 2005