1055 search results - page 1 / 211 » Convex Factorization Machines |
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
Maximum Margin Matrix Factorization (MMMF) was recently suggested (Srebro et al., 2005) as a convex, infinite dimensional alternative to low-rank approximations and standard facto...
CORR
2008
Springer
13 years 11 months ago
2008
Springer
We present a convex formulation of dictionary learning for sparse signal decomposition. Convexity is obtained by replacing the usual explicit upper bound on the dictionary size by...
MLDM
2009
Springer
14 years 5 months ago
2009
Springer
ML
2008
ACM
13 years 10 months ago
2008
ACM
Publication
Non-negative matrix factorization (NMF) has become a standard tool in data mining, information retrieval, and signal processing. It is used to factorize a non-negative data matrix ...