566 search results - page 3 / 114 » A Bayesian Approach to Semi-Supervised Learning |
101
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We present an approach to semi-supervised learning based on an exponential family characterization. Our approach generalizes previous work on coupled priors for hybrid generative/...
137
Voted
ACL
2008
15 years 4 months ago
2008
We present a novel semi-supervised training algorithm for learning dependency parsers. By combining a supervised large margin loss with an unsupervised least squares loss, a discr...
133
Voted
SDM
2008
SIAM
15 years 4 months ago
2008
SIAM
Semi-supervised learning plays an important role in the recent literature on machine learning and data mining and the developed semisupervised learning techniques have led to many...
103
Voted
NAACL
2007
15 years 4 months ago
2007
Customization to specific domains of discourse and/or user requirements is one of the greatest challenges for today’s Information Extraction (IE) systems. While demonstrably eff...
155
Voted
ICCV
2007
IEEE
15 years 9 months ago
2007
IEEE
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...