369 search results - page 53 / 74 » Learning Message-Passing Inference Machines for Structured P... |
121
Voted
ML
2008
ACM
15 years 11 days ago
2008
ACM
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
118
Voted
CIKM
2008
Springer
15 years 2 months ago
2008
Springer
With the development of highly efficient graph data collection technology in many application fields, classification of graph data emerges as an important topic in the data mining...
104
click to vote
JMLR
2006
15 years 12 days ago
2006
Random forests were introduced as a machine learning tool in Breiman (2001) and have since proven to be very popular and powerful for high-dimensional regression and classificatio...
127
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ML
2000
ACM
15 years 6 days ago
2000
ACM
The naive Bayesian classifier provides a simple and effective approach to classifier learning, but its attribute independence assumption is often violated in the real world. A numb...
120
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LAMAS
2005
Springer
15 years 6 months ago
2005
Springer
In this paper we report on using a relational state space in multi-agent reinforcement learning. There is growing evidence in the Reinforcement Learning research community that a r...