2714 search results - page 181 / 543 » Machine Learning for Information Extraction |
ALT
2010
Springer
15 years 4 months ago
2010
Springer
We further develop the idea that the PAC-Bayes prior can be informed by the data-generating distribution. We prove sharp bounds for an existing framework of Gibbs algorithms, and ...
108
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CORR
2002
Springer
15 years 2 months ago
2002
Springer
In this paper, we review five heuristic strategies for handling context-sensitive features in supervised machine learning from examples. We discuss two methods for recovering lost...
125
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
We present a large-margin formulation and algorithm for structured output prediction that allows the use of latent variables. Our proposal covers a large range of application prob...
103
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ICALT
2009
IEEE
15 years 9 months ago
2009
IEEE
This paper reports on Korean Word Associations (KorWA) which were collected to construct a semantic network for Korean language. An approach of graph representation and network an...
131
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ML
2006
ACM
15 years 3 months ago
2006
ACM
Abstract Identifier attributes--very high-dimensional categorical attributes such as particular product ids or people's names--rarely are incorporated in statistical modeling....