1131 search results - page 134 / 227 » Generalization Improvement in Multi-Objective Learning |
129
Voted
SIGSOFT
2010
ACM
14 years 10 months ago
2010
ACM
The transfer of entire projects to offshore locations, the aging and renewal of core developers in legacy products, the recruiting in fast growing Internet companies, and the part...
96
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
Because of the large variation across different environments, a generic classifier trained on extensive data-sets may perform sub-optimally in a particular test environment. In th...
126
Voted
MIR
2006
ACM
15 years 6 months ago
2006
ACM
Temporal consistency is ubiquitous in video data, where temporally adjacent video shots usually share similar visual and semantic content. This paper presents a thorough study of ...
CIKM
2005
Springer
15 years 6 months ago
2005
Springer
In this paper we present a novel strategy, DragPushing, for improving the performance of text classifiers. The strategy is generic and takes advantage of training errors to succes...
87
Voted
MCS
2001
Springer
15 years 5 months ago
2001
Springer
Using an ensemble of classifiers instead of a single classifier has been shown to improve generalization performance in many machine learning problems [4, 16]. However, the exten...