2033 search results - page 337 / 407 » Semi-Supervised Support Vector Machines |
146
Voted
NIPS
2007
15 years 4 months ago
2007
When we have several related tasks, solving them simultaneously is shown to be more effective than solving them individually. This approach is called multi-task learning (MTL) and...
108
Voted
NIPS
2007
15 years 4 months ago
2007
The notion of algorithmic stability has been used effectively in the past to derive tight generalization bounds. A key advantage of these bounds is that they are designed for spec...
127
Voted
DMIN
2006
15 years 4 months ago
2006
- Research work related to applying text categorization methods to a monolingual corpus such as English text collections has been well established by several research teams in rece...
131
Voted
DMIN
2006
15 years 4 months ago
2006
- In this paper we propose a new methodology for Cost-Benefit analysis in a multiple time series prediction problem. The proposed model is evaluated in a real world application bas...
126
Voted
ACL
2003
15 years 4 months ago
2003
Kernel-based learning (e.g., Support Vector Machines) has been successfully applied to many hard problems in Natural Language Processing (NLP). In NLP, although feature combinatio...