591 search results - page 32 / 119 » An Efficient Algorithm for Local Distance Metric Learning |
ECCC
2007
14 years 9 months ago
2007
We study the notion of learning in an oblivious changing environment. Existing online learning algorithms which minimize regret are shown to converge to the average of all locally...
MLDM
2005
Springer
15 years 3 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
CORR
2010
Springer
14 years 9 months ago
2010
Springer
While Kolmogorov complexity is the accepted absolute measure of information content in an individual finite object, a similarly absolute notion is needed for the information distan...
AAAI
1998
14 years 11 months ago
1998
The problem of concurrent mapping and localization has received considerable attention in the mobile robotics community. Existing approachescan largely be grouped into two distinc...
GECCO
2003
Springer
15 years 2 months ago
2003
Springer
It is well known that using high-locality representations is important for efficient evolutionary search. This paper discusses how the locality of a representation influences the ...