3 search results - page 1 / 1 » Marginalized Denoising for Link Prediction and Multi-Label L... |
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
We propose a max-margin formulation for the multi-label classification problem where the goal is to tag a data point with a set of pre-specified labels. Given a set of L labels, a...
DAGM
2011
Springer
12 years 4 months ago
2011
Springer
Conditional Random Fields (CRFs) are popular models in computer vision for solving labeling problems such as image denoising. This paper tackles the rarely addressed but important ...
IJCAI
2007
13 years 6 months ago
2007
Recently, significant progress has been made on learning structured predictors via coordinated training algorithms such as conditional random fields and maximum margin Markov ne...