1474 search results - page 112 / 295 » Using Machine Learning to Focus Iterative Optimization |
159
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CHI
2011
ACM
14 years 6 months ago
2011
ACM
While many devices today increasingly have the ability to predict human activities, it is still difficult to build accurate personalized machine learning models. As users today wi...
120
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ML
2006
ACM
15 years 3 months ago
2006
ACM
Backpropagation, similar to most learning algorithms that can form complex decision surfaces, is prone to overfitting. This work presents classification-based objective functions, ...
109
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
In real-world machine learning problems, it is very common that part of the input feature vector is incomplete: either not available, missing, or corrupted. In this paper, we pres...
GECCO
2006
Springer
15 years 6 months ago
2006
Springer
Automatically assessing the value of bioavailability from the chemical structure of a molecule is a very important issue in biomedicine and pharmacology. In this paper, we present...
146
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JMLR
2008
15 years 3 months ago
2008
We consider the problem of learning classifiers in structured domains, where some objects have a subset of features that are inherently absent due to complex relationships between...