2391 search results - page 313 / 479 » A Portfolio Approach to Algorithm Selection |
117
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JMLR
2010
14 years 10 months ago
2010
We propose a fully Bayesian approach for generalized kernel models (GKMs), which are extensions of generalized linear models in the feature space induced by a reproducing kernel. ...
101
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JMLR
2010
14 years 10 months ago
2010
The paper considers an interactive search paradigm in which at each round a user is presented with a set of k images and is required to select one that is closest to her target. P...
266
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SCIA
2011
Springer
14 years 6 months ago
2011
Springer
Abstract. Variational frameworks based on level set methods are popular for the general problem of image segmentation. They combine different feature channels in an energy minimiz...
156
Voted
AAAI
2011
14 years 3 months ago
2011
Consider the problem of protecting endangered species by selecting patches of land to be used for conservation purposes. Typically, the availability of patches changes over time, ...
166
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EMNLP
2011
14 years 2 months ago
2011
Linear models have enjoyed great success in structured prediction in NLP. While a lot of progress has been made on efficient training with several loss functions, the problem of ...