3718 search results - page 501 / 744 » On learning with dissimilarity functions |
154
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NIPS
2007
15 years 8 months ago
2007
In this paper we investigate multi-task learning in the context of Gaussian Processes (GP). We propose a model that learns a shared covariance function on input-dependent features...
160
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ML
2008
ACM
15 years 6 months ago
2008
ACM
Call-by-value languages commonly restrict recursive definitions by only allowing functions and syntactically explicit values in the right-hand sides. As a consequence, some very a...
180
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ML
2008
ACM
15 years 6 months ago
2008
ACM
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
185
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AMC
2005
15 years 6 months ago
2005
We introduce a novel way of measuring the entropy of a set of values undergoing changes. Such a measure becomes useful when analyzing the temporal development of an algorithm desi...
179
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INFORMATICALT
2000
15 years 6 months ago
2000
In this paper, the hexagonal approach was proposed for modeling the functioning of cerebral cortex, especially, the processes of learning and recognition of visual information. Thi...