3694 search results - page 327 / 739 » Stochastic complexity in learning |
221
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ICML
1995
IEEE
16 years 7 months ago
1995
IEEE
Understanding high-dimensional real world data usually requires learning the structure of the data space. The structure maycontain high-dimensional clusters that are related in co...
152
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OSDI
2008
ACM
16 years 7 months ago
2008
ACM
We pose partitioning a b-bit Internet Protocol (IP) address space as a supervised learning task. Given (IP, property) labeled training data, we develop an IP-specific clustering a...
181
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KI
2007
Springer
16 years 24 days ago
2007
Springer
We propose a novel approach to experience collection for autonomous service robots performing complex activities. This approach enables robots to data for many learning problems at...
193
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ATAL
2005
Springer
16 years 6 days ago
2005
Springer
We present an integrated approach for reasoning about and learning conversation patterns in multiagent communication. The approach is based on the assumption that information abou...
167
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PKDD
2004
Springer
16 years 4 hour ago
2004
Springer
A crucial issue for Machine Learning and Data Mining is Feature Selection, selecting the relevant features in order to focus the learning search. A relaxed setting for Feature Sele...