2190 search results - page 90 / 438 » Learning with the Set Covering Machine |
191
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AIME
2007
Springer
16 years 17 days ago
2007
Springer
Many machines used in the modern hospital settings offer real time physiological monitoring. Haemodialysis machines combine a therapeutic treatment system integrated with sophistic...
164
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ECML
2007
Springer
16 years 16 days ago
2007
Springer
Abstract. Existing relational learning approaches usually work on complete relational data, but real-world data are often incomplete. This paper proposes the MGDA approach to learn...
145
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MLDM
2001
Springer
15 years 10 months ago
2001
Springer
Abstract. This paper proposes a general local learning framework to effectively alleviate the complexities of classifier design by means of “divide and conquer” principle and ...
179
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COLT
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. We develop a new error bound for transductive learning algorithms. The slack term in the new bound is a function of a relaxed notion of transductive stability, which meas...
167
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COLT
2008
Springer
15 years 8 months ago
2008
Springer
We introduce an efficient algorithm for the problem of online linear optimization in the bandit setting which achieves the optimal O ( T) regret. The setting is a natural general...