50 search results - page 8 / 10 » Learning structural SVMs with latent variables |
172
click to vote
TOG
2012
13 years 6 months ago
2012
We present an approach to synthesizing shapes from complex domains, by identifying new plausible combinations of components from existing shapes. Our primary contribution is a new...
179
click to vote
CVPR
2009
IEEE
16 years 11 months ago
2009
IEEE
We present a new method for classification with structured
latent variables. Our model is formulated using the
max-margin formalism in the discriminative learning literature.
We...
152
click to vote
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
123
click to vote
SSPR
2004
Springer
15 years 9 months ago
2004
Springer
We present a tutorial survey on some recent approaches to unsupervised machine learning in the context of statistical pattern recognition. In statistical PR, there are two classica...
280
click to vote
BMCBI
2011
14 years 7 months ago
2011
Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...