1203 search results - page 107 / 241 » Probabilistic Matrix Factorization |
105
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
—In graph-based learning models, entities are often represented as vertices in an undirected graph with weighted edges describing the relationships between entities. In many real...
127
Voted
ICIP
2002
IEEE
16 years 4 months ago
2002
IEEE
The majority of methods available to recover 3D structure from video assume that a set of feature points are tracked across a large number of frames. This is not always possible i...
113
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ICANN
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. This paper’s intention is to present a new approach for decomposing motion trajectories. The proposed algorithm is based on nonnegative matrix factorization, which is a...
164
Voted
CVPR
2009
IEEE
15 years 5 months ago
2009
IEEE
In this paper general solutions for Nonlinear Nonnegative Component Analysis for data representation and recognition are proposed. That is, motivated by a combination of the Nonne...
99
Voted
NIPS
2007
15 years 4 months ago
2007
Support Vector Machines (SVMs) suffer from a widely recognized scalability problem in both memory use and computational time. To improve scalability, we have developed a parallel ...