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200
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NIPS
2007
15 years 7 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...
154
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NIPS
2007
15 years 7 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...
176
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BIOCOMP
2006
15 years 7 months ago
2006
- Many proteins contain a signal sequence at their COOH-terminus recognized by glycosylphosphatidylinositol (GPI) anchor and attached on the membrane. Experimental result suggests ...
169
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DMIN
2006
15 years 7 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...
185
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DMIN
2006
15 years 7 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...