2878 search results - page 19 / 576 » Learning the Common Structure of Data |
95
Voted
PKDD
1999
Springer
15 years 7 months ago
1999
Springer
This paper addresses the problem of learning from highly structured data. Speci cally, it describes a procedure, called decomposition, that allows a learner to access automatically...
121
Voted
CVPR
2007
IEEE
16 years 4 months ago
2007
IEEE
In this paper, we present a compositional boosting algorithm for detecting and recognizing 17 common image structures in low-middle level vision tasks. These structures, called &q...
97
Voted
WWW
2007
ACM
16 years 3 months ago
2007
ACM
Web pages are more than text and they contain much contextual and structural information, e.g., the title, the meta data, the anchor text, etc., each of which can be seen as a dat...
127
Voted
IJAR
2010
15 years 1 months ago
2010
Probabilistic Decision Graphs (PDGs) are a class of graphical models that can naturally encode some context specific independencies that cannot always be efficiently captured by...
131
Voted
CORR
2010
Springer
15 years 1 months ago
2010
Springer
Learning structured representations has emerged as an important problem in many domains, including document and Web data mining, bioinformatics, and image analysis. One approach t...