2023 search results - page 15 / 405 » Multi-View Local Learning |
COLT
2008
Springer
14 years 11 months ago
2008
Springer
We consider the question of why modern machine learning methods like support vector machines outperform earlier nonparametric techniques like kNN. Our approach investigates the lo...
105
click to vote
ICCV
2007
IEEE
15 years 11 months ago
2007
IEEE
In this paper, we propose a novel metric learning method based on regularized moving least squares. Unlike most previous metric learning methods which learn a global Mahalanobis d...
95
Voted
EMNLP
2008
14 years 11 months ago
2008
Syntactic word reordering is essential for translations across different grammar structures between syntactically distant languagepairs. In this paper, we propose to embed local a...
69
Voted
ICMLA
2008
14 years 11 months ago
2008
We are interested in learning an adaptive local metric on a lower dimensional manifold for query
120
click to vote
ML
1998
ACM
14 years 9 months ago
1998
ACM
To operate successfully in indoor environments, mobile robots must be able to localize themselves. Most current localization algorithms lack flexibility, autonomy, and often optim...