25 search results - page 1 / 5 » Bregman Clustering for Separable Instances |
SWAT
2010
Springer
13 years 9 months ago
2010
Springer
MA
2010
Springer
13 years 3 months ago
2010
Springer
This paper deals with the quantization problem of a random variable X taking values in a separable and re exive Banach space, and with the related question of clustering independ...
SDM
2004
SIAM
13 years 6 months ago
2004
SIAM
act Weighting Framework for Clustering Algorithms Richard Nock Frank Nielsen Recent works in unsupervised learning have emphasized the need to understand a new trend in algorithmi...
DATAMINE
2007
13 years 4 months ago
2007
Recent work has looked at extending clustering algorithms with instance level must-link (ML) and cannot-link (CL) background information. Our work introduces δ and ǫ cluster lev...
KDD
2004
ACM
14 years 5 months ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...