15120 search results - page 73 / 3024 » Learning with Local Models |
140
Voted
UAI
2008
15 years 6 months ago
2008
We introduce a new type of graphical model called a `cumulative distribution network' (CDN), which expresses a joint cumulative distribution as a product of local functions. ...
120
Voted
AIRS
2005
Springer
15 years 10 months ago
2005
Springer
In this paper, we propose new photo categorization which is suitable for a home photo album. To enhance the categorization, both local and global concepts of the photos are modeled...
176
Voted
WSDM
2012
ACM
14 years 18 days ago
2012
ACM
Many vertical search tasks such as local search focus on specific domains. The meaning of relevance in these verticals is domain-specific and usually consists of multiple well-d...
141
click to vote
JMLR
2008
15 years 5 months ago
2008
In this paper, we propose a recursive method for structural learning of directed acyclic graphs (DAGs), in which a problem of structural learning for a large DAG is first decompos...
128
click to vote
NECO
2010
15 years 3 months ago
2010
We consider a hierarchical two-layer model of natural signals in which both layers are learned from the data. Estimation is accomplished by Score Matching, a recently proposed est...