2681 search results - page 226 / 537 » Learning to learn with the informative vector machine |
161
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ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
Previous studies on multi-instance learning typically treated instances in the bags as independently and identically distributed. The instances in a bag, however, are rarely indep...
178
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ECML
2007
Springer
16 years 29 days ago
2007
Springer
Knowledge representations using semantic web technologies often provide information which translates to explicit term and predicate taxonomies in relational learning. We show how t...
169
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ECML
2007
Springer
16 years 29 days ago
2007
Springer
Many applications in information retrieval, natural language processing, data mining, and related fields require a ranking of instances with respect to a specified criteria as op...
157
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DAGSTUHL
2007
15 years 8 months ago
2007
We initiate the study of incentives in a general machine learning framework. We focus on a game-theoretic regression learning setting where private information is elicited from mu...
180
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NIPS
2008
15 years 8 months ago
2008
Almost all successful machine learning algorithms and cognitive models require powerful representations capturing the features that are relevant to a particular problem. We draw o...