3643 search results - page 494 / 729 » Learning Submodular Functions |
161
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COLT
2006
Springer
15 years 10 months ago
2006
Springer
We study the average number of well-chosen labeled examples that are required for a helpful teacher to uniquely specify a target function within a concept class. This "average...
170
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AAAI
2007
15 years 9 months ago
2007
Much of artificial intelligence research is focused on devising optimal solutions for challenging and well-defined but highly constrained problems. However, as we begin creating...
178
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CICLING
2008
Springer
15 years 8 months ago
2008
Springer
We investigate the effect of encoding additional semantic and syntactic information sources in a classification-based machine learning approach to the task of coreference resolutio...
181
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
There are two main families of on-line algorithms depending on whether a relative entropy or a squared Euclidean distance is used as a regularizer. The difference between the two f...
150
Voted
ICMLA
2008
15 years 8 months ago
2008
When using machine learning for in silico modeling, the goal is normally to obtain highly accurate predictive models. Often, however, models should also bring insights into intere...