661 search results - page 49 / 133 » Generalized clustering, supervised learning, and data assign... |
112
Voted
COLT
2006
Springer
15 years 7 months ago
2006
Springer
We are interested in supervised ranking with the following twist: our goal is to design algorithms that perform especially well near the top of the ranked list, and are only requir...
156
Voted
ECCV
2010
Springer
15 years 5 months ago
2010
Springer
Many visual search and matching systems represent images using sparse sets of "visual words": descriptors that have been quantized by assignment to the best-matching symb...
116
Voted
RECOMB
2002
Springer
16 years 3 months ago
2002
Springer
Biological data, such as gene expression profiles or protein sequences, is often organized in a hierarchy of classes, where the instances assigned to "nearby" classes in...
121
Voted
ACCV
2007
Springer
15 years 9 months ago
2007
Springer
In this paper, we systematically study the effect of poorly registered faces on the training and inferring stages of traditional face recognition algorithms. We then propose a nov...
115
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
An idealized clustering algorithm seeks to learn a cluster-adjacency matrix such that, if two data points belong to the same cluster, the corresponding entry would be 1; otherwise ...