1864 search results - page 167 / 373 » Modeling Classification and Inference Learning |
123
Voted
JMLR
2010
14 years 8 months ago
2010
Structured prediction tasks pose a fundamental trade-off between the need for model complexity to increase predictive power and the limited computational resources for inference i...
117
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
Learning temporal causal graph structures from multivariate time-series data reveals important dependency relationships between current observations and histories, and provides a ...
112
Voted
ICIP
2005
IEEE
16 years 2 months ago
2005
IEEE
We consider the problem of image segmentation by clustering local histograms with parametric mixture-of-mixture models. These models represent each cluster by a single mixture mod...
107
Voted
ACL
2008
15 years 2 months ago
2008
Previous studies of data-driven dependency parsing have shown that the distribution of parsing errors are correlated with theoretical properties of the models used for learning an...
110
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WWW
2005
ACM
16 years 1 months ago
2005
ACM
This paper is concerned with the problem of definition search. Specifically, given a term, we are to retrieve definitional excerpts of the term and rank the extracted excerpts acc...