349 search results - page 66 / 70 » Information Preserving Dimensionality Reduction |
114
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: The clustered heat map is the most popular means of visualizing genomic data. It compactly displays a large amount of data in an intuitive format that facilitates the ...
179
Voted
JMLR
2010
14 years 10 months ago
2010
We derive PAC-Bayesian generalization bounds for supervised and unsupervised learning models based on clustering, such as co-clustering, matrix tri-factorization, graphical models...
135
Voted
MM
2005
ACM
15 years 9 months ago
2005
ACM
Learning the user’s semantics for CBIR involves two different sources of information: the similarity relations entailed by the content-based features, and the relevance relatio...
160
Voted
SIGIR
2004
ACM
15 years 9 months ago
2004
ACM
The exponential growth of data demands scalable infrastructures capable of indexing and searching rich content such as text, music, and images. A promising direction is to combine...
162
Voted
CVPR
2008
IEEE
16 years 5 months ago
2008
IEEE
Many vision problems can be cast as optimizing the conditional probability density function p(C|I) where I is an image and C is a vector of model parameters describing the image. ...