68 search results - page 1 / 14 » Learning Latent Tree Graphical Models |
CORR
2010
Springer
13 years 11 months ago
2010
Springer
ICCV
2011
IEEE
12 years 11 months ago
2011
IEEE
This paper proposes a very general max-margin learning framework for distance-based clustering. To this end, it formulates clustering as a high order energy minimization problem w...
ECSQARU
2007
Springer
14 years 5 months ago
2007
Springer
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
Learning the structure of graphical models is an important task, but one of considerable difficulty when latent variables are involved. Because conditional independences using hid...
PAMI
2011
13 years 5 months ago
2011
—Inferring latent structures from observations helps to model and possibly also understand underlying data generating processes. A rich class of latent structures are the latent ...