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154
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COLING
2008
15 years 8 months ago
2008
This paper presents a real-world application for assisting medical diagnosis and drug prescription, which relies on the exclusive use of machine learning techniques. We have autom...
230
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NIPS
2008
15 years 8 months ago
2008
The Singular Value Decomposition is a key operation in many machine learning methods. Its computational cost, however, makes it unscalable and impractical for applications involvi...
172
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ACL
1997
15 years 8 months ago
1997
In the past the evaluation of machine translation systems has focused on single system evaluations because there were only few systems available. But now there are several commerc...
171
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
We describe and analyze efficient algorithms for learning a linear predictor from examples when the learner can only view a few attributes of each training example. This is the ca...
200
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ICML
2010
IEEE
15 years 8 months ago
2010
IEEE
Learning temporal causal graph structures from multivariate time-series data reveals important dependency relationships between current observations and histories, and provides a ...