79 search results - page 6 / 16 » Efficiently Learning the Metric with Side-Information |
68
Voted
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
In many real-world applications, such as image retrieval, it would be natural to measure the distances from one instance to others using instance specific distance which captures ...
143
Voted
ECCV
2010
Springer
15 years 3 months ago
2010
Springer
We present a discriminative model that casts appearance modeling and visual matching into a single objective for visual tracking. Most previous discriminative models for visual tra...
ICML
2009
IEEE
16 years 14 days ago
2009
IEEE
We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
119
click to vote
KDD
2009
ACM
16 years 6 days ago
2009
ACM
Active and semi-supervised learning are important techniques when labeled data are scarce. Recently a method was suggested for combining active learning with a semi-supervised lea...
115
click to vote
ICML
2006
IEEE
16 years 14 days ago
2006
IEEE
Quadratic program relaxations are proposed as an alternative to linear program relaxations and tree reweighted belief propagation for the metric labeling or MAP estimation problem...