Sciweavers

5 search results - page 1 / 1
» Complex-valued sparse representation based on smoothed l0 no...
Sort
View
ICASSP
2008
IEEE
13 years 11 months ago
Complex-valued sparse representation based on smoothed l0 norm
G. Hosein Mohimani, Massoud Babaie-Zadeh, Christia...
ISCAS
2008
IEEE
217views Hardware» more  ISCAS 2008»
13 years 11 months ago
Approximate L0 constrained non-negative matrix and tensor factorization
— Non-negative matrix factorization (NMF), i.e. V ≈ WH where both V, W and H are non-negative has become a widely used blind source separation technique due to its part based r...
Morten Mørup, Kristoffer Hougaard Madsen, L...
ICASSP
2009
IEEE
13 years 11 months ago
Robust-SL0 for stable sparse representation in noisy settings
In the last few years, we have witnessed an explosion in applications of sparse representation, the majority of which share the need for finding sparse solutions of underdetermine...
Armin Eftekhari, Massoud Babaie-Zadeh, Christian J...
ML
2002
ACM
163views Machine Learning» more  ML 2002»
13 years 4 months ago
Structural Modelling with Sparse Kernels
A widely acknowledged drawback of many statistical modelling techniques, commonly used in machine learning, is that the resulting model is extremely difficult to interpret. A numb...
Steve R. Gunn, Jaz S. Kandola