644 search results - page 41 / 129 » Geometry-aware metric learning |
ER
2006
Springer
14 years 18 days ago
2006
Springer
Thanks to recent developments on automatic generation of metadata and interoperability between repositories, the production, management and consumption of learning object metadata ...
ECML
2004
Springer
14 years 2 months ago
2004
Springer
In this paper we present a boosting approach to multiple instance learning. As weak hypotheses we use balls (with respect to various metrics) centered at instances of positive bags...
CVPR
2012
IEEE
11 years 11 months ago
2012
IEEE
In this article, we focus on the problem of large-scale instance-level image retrieval. For efficiency reasons, it is common to represent an image by a fixed-length descriptor w...
ICML
2004
IEEE
14 years 9 months ago
2004
IEEE
We present a method for constructing ensembles from libraries of thousands of models. Model libraries are generated using different learning algorithms and parameter settings. For...
METRICS
2005
IEEE
14 years 2 months ago
2005
IEEE
We report about an empirical software engineering course for PhD students. We introduce its syllabus and two different pedagogical strategies. The first strategy is based on indiv...