157 search results - page 2 / 32 » Discriminative Clustering via Generative Feature Mapping |
106
Voted
NN
2006
Springer
15 years 1 months ago
2006
Springer
- Contiguity Analysis is a straightforward generalization of Linear Discriminant Analysis in which the partition of elements is replaced by a more general graph structure. Applied ...
137
Voted
TNN
2010
14 years 7 months ago
2010
We consider the problem of semi-supervised feature selection, where we are given a small amount of labeled examples and a large amount of unlabeled examples. Since a small number ...
126
Voted
KDD
2010
ACM
14 years 11 months ago
2010
ACM
One essential issue of document clustering is to estimate the appropriate number of clusters for a document collection to which documents should be partitioned. In this paper, we ...
113
Voted
ACL
2012
13 years 3 months ago
2012
This paper proposes a data-driven method for concept-to-text generation, the task of automatically producing textual output from non-linguistic input. A key insight in our approac...
93
Voted
CVPR
2007
IEEE
16 years 3 months ago
2007
IEEE
In patch-based object recognition, there are two important issues on the codebook generation: (1) resolution: a coarse codebook lacks sufficient discriminative power, and an over-...