977 search results - page 59 / 196 » Constructing informative priors using transfer learning |
143
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WSDM
2010
ACM
16 years 1 months ago
2010
ACM
In information retrieval, relevance of documents with respect to queries is usually judged by humans, and used in evaluation and/or learning of ranking functions. Previous work ha...
124
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AI
2008
Springer
15 years 10 months ago
2008
Springer
In this work we show that verbs reliably represent texts when machine learning algorithms are used to learn opinions. We identify semantic verb categories that capture essential pr...
136
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AUSAI
2007
Springer
15 years 8 months ago
2007
Springer
Even prior to content, the genre of a web document leads to a first coarse binary classification of the recall space in relevant and non-relevant documents. Thinking of a genre se...
133
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ICIP
2010
IEEE
15 years 2 months ago
2010
IEEE
In [1], we derived an expression for the fundamental limit to image denoising assuming that the noise-free image is available. In this paper, we propose an estimator for the bound...
136
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NIPS
2008
15 years 5 months ago
2008
Sequential optimal design methods hold great promise for improving the efficiency of neurophysiology experiments. However, previous methods for optimal experimental design have in...