1501 search results - page 61 / 301 » Discriminative Mixed-Membership Models |
143
click to vote
NIPS
2001
15 years 5 months ago
2001
In many scientific and engineering applications, detecting and understanding differences between two groups of examples can be reduced to a classical problem of training a classif...
131
click to vote
ACL
2006
15 years 5 months ago
2006
This paper presents a novel training algorithm for a linearly-scored block sequence translation model. The key component is a new procedure to directly optimize the global scoring...
161
click to vote
CVPR
2009
IEEE
16 years 11 months ago
2009
IEEE
Latent Variable Models (LVM), like the Shared-GPLVM
and the Spectral Latent Variable Model, help mitigate over-
fitting when learning discriminative methods from small or
modera...
151
click to vote
NIPS
2008
15 years 5 months ago
2008
Learning graphical models with hidden variables can offer semantic insights to complex data and lead to salient structured predictors without relying on expensive, sometime unatta...
152
click to vote
PAMI
2008
15 years 3 months ago
2008
We present a novel probabilistic latent variable model to perform linear dimensionality reduction on data sets which contain clusters. We prove that the maximum likelihood solution...