3636 search results - page 291 / 728 » Crafting Papers on Machine Learning |
198
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ICML
2001
IEEE
16 years 7 months ago
2001
IEEE
Most real-world data is stored in relational form. In contrast, most statistical learning methods work with "flat" data representations, forcing us to convert our data i...
196
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ICML
1995
IEEE
16 years 7 months ago
1995
IEEE
This paper describes an approach to automatically learn planning operators by observing expert solution traces and to further refine the operators through practice in a learning-b...
156
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ALT
2007
Springer
16 years 3 months ago
2007
Springer
In this paper we consider learnability in some special numberings, such as Friedberg numberings, which contain all the recursively enumerable languages, but have simpler grammar e...
175
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ALT
2006
Springer
16 years 3 months ago
2006
Springer
Abstract. This paper introduces a framework for quantum exact learning via queries, the so-called quantum protocol. It is shown that usual protocols in the classical learning setti...
157
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ALT
2006
Springer
16 years 3 months ago
2006
Springer
We consider the problem of online learning in settings in which we want to compete not simply with the rewards of the best expert or stock, but with the best trade-off between rew...