431 search results - page 35 / 87 » Representation Changes for Efficient Learning in Structural ... |
110
click to vote
AAAI
2010
15 years 1 months ago
2010
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
113
click to vote
PAMI
2006
15 years 12 days ago
2006
Understanding the structure of multidimensional patterns, especially in unsupervised case, is of fundamental importance in data mining, pattern recognition and machine learning. Se...
124
Voted
JMLR
2010
14 years 7 months ago
2010
We propose a class of Bayesian networks appropriate for structured prediction problems where the Bayesian network's model structure is a function of the predicted output stru...
ILP
2005
Springer
15 years 6 months ago
2005
Springer
In this paper, we focus on the problem of learning reactive skills for use by physical agents. We propose a new representation for such procedures, teleoreactive logic programs, al...
103
click to vote
IUI
2005
ACM
15 years 6 months ago
2005
ACM
XML has emerged as the primary standard of data representation and data exchange [13]. Although many software tools exist to assist the XML implementation process, data must be ma...