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» Efficient Bayesian Task-Level Transfer Learning
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IJCAI
2007
14 years 12 days ago
Efficient Bayesian Task-Level Transfer Learning
Daniel M. Roy, Leslie Pack Kaelbling
UAI
2008
14 years 11 days ago
Convex Point Estimation using Undirected Bayesian Transfer Hierarchies
When related learning tasks are naturally arranged in a hierarchy, an appealing approach for coping with scarcity of instances is that of transfer learning using a hierarchical Ba...
Gal Elidan, Benjamin Packer, Geremy Heitz, Daphne ...
ICML
2010
IEEE
14 years 1 days ago
Bayesian Multi-Task Reinforcement Learning
We consider the problem of multi-task reinforcement learning where the learner is provided with a set of tasks, for which only a small number of samples can be generated for any g...
Alessandro Lazaric, Mohammad Ghavamzadeh
DOCENG
2006
ACM
14 years 5 months ago
Content based SMS spam filtering
In the recent years, we have witnessed a dramatic increment in the volume of spam email. Other related forms of spam are increasingly revealing as a problem of importance, special...
José María Gómez Hidalgo, Gui...