80 search results - page 2 / 16 » Adaptive Distance Metric Learning for Clustering |
100
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
110
Voted
TOMCCAP
2010
15 years 2 months ago
2010
157
Voted
ICMLC
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
147
Voted
ICPR
2010
IEEE
15 years 10 months ago
2010
IEEE
This paper introduces a semi-supervised distance metric learning algorithm which uses pair-wise equivalence (similarity and dissimilarity) constraints to improve the original dist...
144
Voted
PR
2010
15 years 2 months ago
2010
Most existing representative works in semi-supervised clustering do not sufficiently solve the violation problem of pairwise constraints. On the other hand, traditional kernel met...