1860 search results - page 186 / 372 » Boosting Methods for Regression |
110
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
In this paper we perform an empirical evaluation of supervised learning on highdimensional data. We evaluate performance on three metrics: accuracy, AUC, and squared loss and stud...
73
Voted
LREC
2010
15 years 4 months ago
2010
We examine pooling data as a method for improving Statistical Machine Translation (SMT) quality for narrowly defined domains, such as data for a particular company or public entit...
130
Voted
VMV
2001
15 years 4 months ago
2001
In this paper we discuss two image-based 3D modeling methods based on a multi-resolution evolution of a volumetric function's levelset. In the former the role of the levelset...
116
Voted
ML
2000
ACM
15 years 2 months ago
2000
ACM
Bagging and boosting reduce error by changing both the inputs and outputs to form perturbed training sets, grow predictors on these perturbed training sets and combine them. A que...
117
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ACL
2009
15 years 14 days ago
2009
This paper proposes a novel framework called bilingual co-training for a largescale, accurate acquisition method for monolingual semantic knowledge. In this framework, we combine ...