5153 search results - page 374 / 1031 » Introduction to Randomized Algorithms |
112
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IADIS
2003
15 years 6 months ago
2003
We study the optimization of the expected number of bytes that must be transferred by the Web server when a user visits one of its pages. Given a Web site, we want to find an assi...
131
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NIPS
2003
15 years 6 months ago
2003
In this paper we present Discriminative Random Fields (DRF), a discriminative framework for the classification of natural image regions by incorporating neighborhood spatial depe...
127
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CORR
2010
Springer
15 years 4 months ago
2010
Springer
The past few years have seen a surge of interest in the field of probabilistic logic learning and statistical relational learning. In this endeavor, many probabilistic logics have...
133
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IJON
2006
15 years 4 months ago
2006
In text management tasks, the dimensionality reduction becomes necessary to computation and interpretability of the results generated by machine learning algorithms. This paper de...
135
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JMLR
2008
15 years 4 months ago
2008
We argue that when objects are characterized by many attributes, clustering them on the basis of a random subset of these attributes can capture information on the unobserved attr...