1174 search results - page 58 / 235 » Boosting for transfer learning |
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ICDM
2009
IEEE
14 years 7 months ago
2009
IEEE
Document classification is a key task for many text mining applications. However, traditional text classification requires labeled data to construct reliable and accurate classifie...
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
We present an algorithm, HI-MAT (Hierarchy Induction via Models And Trajectories), that discovers MAXQ task hierarchies by applying dynamic Bayesian network models to a successful...
IJCAI
2007
14 years 11 months ago
2007
The options framework provides a method for reinforcement learning agents to build new high-level skills. However, since options are usually learned in the same state space as the...
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NIPS
2008
14 years 11 months ago
2008
We address the problem of learning classifiers for several related tasks that may differ in their joint distribution of input and output variables. For each task, small
DAGM
2009
Springer
15 years 4 months ago
2009
Springer
The human ability to learn difficult object categories from just a few views is often explained by an extensive use of knowledge from related classes. In this work we study the use...