1413 search results - page 62 / 283 » A Theory for Memory-Based Learning |
130
Voted
NIPS
2008
15 years 6 months ago
2008
We apply robust Bayesian decision theory to improve both generative and discriminative learners under bias in class proportions in labeled training data, when the true class propo...
163
Voted
JSW
2007
15 years 4 months ago
2007
— The science of physics is based on theories and models as well as experiments: the former structure relations and simplify reality to a degree such that predictions on physical...
124
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AAMAS
2002
Springer
15 years 4 months ago
2002
Springer
Abstract. The purpose of this research is to show the relevance of philosophical theories to agent knowledge base (AKB) design, implementation, and behaviour. We will describe how ...
178
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SIGMOD
2012
ACM
13 years 7 months ago
2012
ACM
As cloud computing environments become explosively popular, dealing with unpredictable changes, uncertainties, and disturbances in both systems and environments turns out to be on...
139
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STOC
1993
ACM
15 years 9 months ago
1993
ACM
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...