2683 search results - page 239 / 537 » Machine learning problems from optimization perspective |
104
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MLG
2007
Springer
15 years 9 months ago
2007
Springer
We give a universal kernel that renders all the regular languages linearly separable. We are not able to compute this kernel efficiently and conjecture that it is intractable, but...
136
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PEPM
2011
ACM
14 years 6 months ago
2011
ACM
Writing deterministic programs is often difficult for problems whose optimal solutions depend on unpredictable properties of the programs’ inputs. Difficulty is also encounter...
115
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ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
The majority of theoretical work in machine learning is done under the assumption of exchangeability: essentially, it is assumed that the examples are generated from the same prob...
133
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TEC
2010
14 years 10 months ago
2010
Abstract--Assuming that evolutionary multiobjective optimization (EMO) mainly deals with set problems, one can identify three core questions in this area of research: (i) how to fo...
132
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GLOBECOM
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--We consider the problem of dynamic content distribution in publish-subscribe mobile social networks. Mobile users subscribe to the content provider. Then, when new conten...