2665 search results - page 165 / 533 » Bundle Methods for Machine Learning |
116
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ACL
2006
15 years 3 months ago
2006
In this paper, we present a method that improves Japanese dependency parsing by using large-scale statistical information. It takes into account two kinds of information not consi...
104
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ML
2010
ACM
15 years 19 days ago
2010
ACM
When only a small number of labeled samples are available, supervised dimensionality reduction methods tend to perform poorly due to overfitting. In such cases, unlabeled samples ...
135
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ICALT
2011
IEEE
14 years 1 months ago
2011
IEEE
Abstract—This work proposes a novel approach - personalized forecasting - to take into account the sequential effect in predicting student performance (PSP). Instead of using all...
130
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
The paper is concerned with learning to rank, which is to construct a model or a function for ranking objects. Learning to rank is useful for document retrieval, collaborative fil...
115
Voted
ML
2010
ACM
15 years 19 days ago
2010
ACM
Image annotation datasets are becoming larger and larger, with tens of millions of images and tens of thousands of possible annotations. We propose a strongly performing method tha...