2665 search results - page 190 / 533 » Bundle Methods for Machine Learning |
135
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ECML
2006
Springer
15 years 6 months ago
2006
Springer
Causal independence modelling is a well-known method both for reducing the size of probability tables and for explaining the underlying mechanisms in Bayesian networks. In this pap...
143
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ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
We introduce a framework for filtering features that employs the Hilbert-Schmidt Independence Criterion (HSIC) as a measure of dependence between the features and the labels. The ...
125
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Collaborative and content-based filtering are two paradigms that have been applied in the context of recommender systems and user preference prediction. This paper proposes a nove...
112
Voted
ECML
2006
Springer
15 years 6 months ago
2006
Springer
Label ranking studies the problem of learning a mapping from instances to rankings over a predefined set of labels. We approach this setting from a case-based perspective and propo...
136
Voted
ICALT
2009
IEEE
15 years 6 days ago
2009
IEEE
Eye-tracking measurements may be used as a method of identifying users' actual behavior in a hypermedia setting. In this research, an eye-tracking experiment was conducted in...