764 search results - page 7 / 153 » Maximum-Margin Matrix Factorization |
145
Voted
AAAI
2010
15 years 4 months ago
2010
Matrix factorization is a fundamental technique in machine learning that is applicable to collaborative filtering, information retrieval and many other areas. In collaborative fil...
117
Voted
ICDM
2008
IEEE
15 years 9 months ago
2008
IEEE
Recently Non-negative Matrix Factorization (NMF) has received a lot of attentions in information retrieval, computer vision and pattern recognition. NMF aims to find two non-nega...
107
Voted
ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
102
Voted
CORR
2006
Springer
15 years 2 months ago
2006
Springer
We develop a new collaborative filtering (CF) method that combines both previously known users' preferences, i.e. standard CF, as well as product/user attributes, i.e. classi...