2934 search results - page 80 / 587 » Hypothesis Spaces for Learning |
158
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
A general framework is proposed for gradient boosting in supervised learning problems where the loss function is defined using a kernel over the output space. It extends boosting ...
114
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ICML
2002
IEEE
16 years 4 months ago
2002
IEEE
The application of kernel-based learning algorithms has, so far, largely been confined to realvalued data and a few special data types, such as strings. In this paper we propose a...
146
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ICML
2003
IEEE
15 years 9 months ago
2003
IEEE
The links between genetic algorithms and population-based Markov Chain Monte Carlo (MCMC) methods are explored. Genetic algorithms (GAs) are well-known for their capability to opt...
131
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COMBINATORICA
2010
14 years 11 months ago
2010
We show that the topological cycle space of a locally finite graph is a canonical quotient of the first singular homology group of its Freudenthal compactification, and we charact...
129
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WWW
2007
ACM
16 years 4 months ago
2007
ACM
Weblogs have become a prevalent source of information for people to express themselves. In general, there are two genres of contents in weblogs. The first kind is about the weblog...