801 search results - page 23 / 161 » The Inefficiency of Batch Training for Large Training Sets |
81
Voted
CORR
2010
Springer
15 years 1 months ago
2010
Springer
Aim of this paper is to address the problem of learning Boolean functions from training data with missing values. We present an extension of the BRAIN algorithm, called U-BRAIN (U...
103
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EMNLP
2010
14 years 12 months ago
2010
Production of parallel training corpora for the development of statistical machine translation (SMT) systems for resource-poor languages usually requires extensive manual effort. ...
134
Voted
JMLR
2012
13 years 4 months ago
2012
We consider the task of devising large-margin based surrogate losses for the learning to rank problem. In this learning to rank setting, the traditional hinge loss for structured ...
107
Voted
ICPR
2004
IEEE
16 years 2 months ago
2004
IEEE
Important factors affecting the efficiency and performance of the nearest neighbor classifier (NNC) are space, classification time requirements and for high dimensional data, due ...
128
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WWW
2009
ACM
16 years 2 months ago
2009
ACM
We present a probabilistic model for generating personalised recommendations of items to users of a web service. The Matchbox system makes use of content information in the form o...