2027 search results - page 22 / 406 » Learning and Generalization with the Information Bottleneck |
IDEAL
2007
Springer
15 years 3 months ago
2007
Springer
The dependence of the classification error on the size of a bagging ensemble can be modeled within the framework of Monte Carlo theory for ensemble learning. These error curves ar...
ICDE
2010
IEEE
15 years 9 months ago
2010
IEEE
As a severe threat in anonymized data publication, proximity breach is gaining increasing attention. Such breach occurs when an attacker learns with high confidence that the sensit...
IEICET
2007
14 years 9 months ago
2007
In order to obtain better generalization performance in supervised learning, model parameters should be determined appropriately, i.e., they should be determined so that the gener...
AAAI
2000
14 years 11 months ago
2000
Human categorization research is dominated by work in classification learning. The field may be in danger of equating the classification learning paradigm with the more general ph...
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AI
1998
Springer
14 years 9 months ago
1998
Springer
Translingual information retrieval (TLIR) consists of providing a query in one language and searching document collections in one or more di erent languages. This paper introduces...