2252 search results - page 212 / 451 » A distributed machine learning framework |
121
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ICML
1996
IEEE
16 years 3 months ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
107
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ALT
2009
Springer
15 years 12 months ago
2009
Springer
Abstract. We consider the framework of stochastic multi-armed bandit problems and study the possibilities and limitations of strategies that explore sequentially the arms. The stra...
118
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ALT
2008
Springer
15 years 12 months ago
2008
Springer
This paper studies Dawid’s prequential framework from the point of view of the algorithmic theory of randomness. The main result is that two natural notions of randomness coincid...
IWCLS
2007
Springer
15 years 9 months ago
2007
Springer
In this paper we explicitly identify the probabilistic model underlying LCS by linking it to a generalisation of the common Mixture-of-Experts model. Having an explicit representa...
123
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ICALT
2006
IEEE
15 years 9 months ago
2006
IEEE
This paper describes the design, development and qualitative evaluation of a web-based personalized assessment service of an object–oriented programming course at the University...