702 search results - page 22 / 141 » Learning Probabilistic Models of Relational Structure |
107
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ILP
2003
Springer
15 years 5 months ago
2003
Springer
It is well known that many hard tasks considered in machine learning and data mining can be solved in an rather simple and robust way with an instance- and distance-based approach....
86
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
Kernel methods have gained a great deal of popularity in the machine learning community as a method to learn indirectly in highdimensional feature spaces. Those interested in rela...
128
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ILP
2007
Springer
15 years 6 months ago
2007
Springer
A recurrent question in the design of intelligent agents is how to assign degrees of beliefs, or subjective probabilities, to various events in a relational environment. In the sta...
122
Voted
ML
2011
ACM
14 years 7 months ago
2011
ACM
In the last decade, connectionist models have been proposed that can process structured information directly. These methods, which are based on the use of graphs for the representa...
127
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JMLR
2006
15 years 12 days ago
2006
We describe anytime search procedures that (1) find disjoint subsets of recorded variables for which the members of each subset are d-separated by a single common unrecorded cause...