1131 search results - page 130 / 227 » Generalization Improvement in Multi-Objective Learning |
106
Voted
GECCO
2006
Springer
15 years 4 months ago
2006
Springer
Semi-supervised classification uses aspects of both unsupervised and supervised learning to improve upon the performance of traditional classification methods. Semi-supervised clu...
92
Voted
ICASSP
2010
IEEE
15 years 23 days ago
2010
IEEE
This paper addresses the problem of discriminative training of language models that does not require any transcribed acoustic data. We propose to minimize the conditional entropy ...
89
Voted
DSS
2008
15 years 19 days ago
2008
Human decision making is error-prone and often subject to biases. Important information cues are misweighted and feedback delays hamper learning. Experimentally, task information ...
115
Voted
JMLR
2008
15 years 16 days ago
2008
In supervised learning, a training set consisting of labeled instances is used by a learning algorithm for generating a model (classifier) that is subsequently employed for decidi...
102
click to vote
MIR
2003
ACM
15 years 5 months ago
2003
ACM
Huge amount of manual efforts are required to annotate large image/video archives with text annotations. Several recent works attempted to automate this task by employing supervis...