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» Quantization of Sparse Representations
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JMLR
2006
175views more  JMLR 2006»
15 years 5 months ago
Learning Sparse Representations by Non-Negative Matrix Factorization and Sequential Cone Programming
We exploit the biconvex nature of the Euclidean non-negative matrix factorization (NMF) optimization problem to derive optimization schemes based on sequential quadratic and secon...
Matthias Heiler, Christoph Schnörr
NECO
2010
53views more  NECO 2010»
15 years 4 months ago
Sound Retrieval and Ranking Using Sparse Auditory Representations
Richard F. Lyon, Martin Rehn, Samy Bengio, Thomas ...
CVPR
2011
IEEE
15 years 2 months ago
Are Sparse Representations Really Relevant for Image Classification?
Roberto Rigamonti, Matthew Brown, Vincent Lepetit