801 search results - page 86 / 161 » Machine Learning with Data Dependent Hypothesis Classes |
122
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ICML
2000
IEEE
16 years 3 months ago
2000
IEEE
This paper explores in detail the use of Error Correcting Output Coding (ECOC) for learning text classifiers. We show that the accuracy of a Naive Bayes Classifier over text class...
113
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ICML
2006
IEEE
16 years 3 months ago
2006
IEEE
We address the problem of learning a kernel for a given supervised learning task. Our approach consists in searching within the convex hull of a prescribed set of basic kernels fo...
141
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Multi-view algorithms, such as co-training and co-EM, utilize unlabeled data when the available attributes can be split into independent and compatible subsets. Co-EM outperforms ...
116
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MLDM
2005
Springer
15 years 8 months ago
2005
Springer
Assessing the similarity between objects is a prerequisite for many data mining techniques. This paper introduces a novel approach to learn distance functions that maximizes the c...
156
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AAMAS
2011
Springer
14 years 10 months ago
2011
Springer
We consider an automated agent that needs to coordinate with a human partner when communication between them is not possible or is undesirable (tacit coordination games). Specifi...