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» The Localization Hypothesis and Machines
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PR
1998
92views more  PR 1998»
13 years 9 months ago
Assessing agreement between human and machine clusterings of image databases
There is currently much interest in the organization and content-based querying image databases. The usual hypothesis is that image similarity can be characterized evel features, ...
David McG. Squire, Thierry Pun
TNN
2008
76views more  TNN 2008»
13 years 9 months ago
Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally
Abstract--In this paper, we propose a novel large margin classifier, called the maxi
Kaizhu Huang, Haiqin Yang, Irwin King, Michael R. ...
ICDM
2005
IEEE
163views Data Mining» more  ICDM 2005»
14 years 3 months ago
Balancing Exploration and Exploitation: A New Algorithm for Active Machine Learning
Active machine learning algorithms are used when large numbers of unlabeled examples are available and getting labels for them is costly (e.g. requiring consulting a human expert)...
Thomas Takeo Osugi, Kun Deng, Stephen D. Scott
NIPS
1998
13 years 11 months ago
Dynamically Adapting Kernels in Support Vector Machines
The kernel-parameter is one of the few tunable parameters in Support Vector machines, controlling the complexity of the resulting hypothesis. Its choice amounts to model selection...
Nello Cristianini, Colin Campbell, John Shawe-Tayl...
NAACL
1994
13 years 11 months ago
Toward Multi-Engine Machine Translation
Current MT systems, whatever translation method they at present employ, do not reach an optimum output on free text. Our hypothesis for the experiment reported in this paper is th...
Sergei Nirenburg, Robert E. Frederking