3922 search results - page 601 / 785 » Working Models for Uncertain Data |
143
Voted
CIKM
2011
Springer
14 years 3 months ago
2011
Springer
Community QA portals provide an important resource for non-factoid question-answering. The inherent noisiness of user-generated data makes the identification of high-quality cont...
236
Voted
EMMCVPR
2011
Springer
14 years 3 months ago
2011
Springer
In this work, we are concerned with the detection of multiple objects in an image. We demonstrate that typically applied objectives have the structure of a random field model, but...
153
Voted
EMNLP
2011
14 years 3 months ago
2011
In this paper, we consider the problem of unsupervised morphological analysis from a new angle. Past work has endeavored to design unsupervised learning methods which explicitly o...
147
Voted
CORR
2012
Springer
13 years 11 months ago
2012
Springer
Graphs are fundamental data structures and have been employed for centuries to model real-world systems and phenomena. Random walk with restart (RWR) provides a good proximity sco...
153
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JMLR
2012
13 years 6 months ago
2012
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...