654 search results - page 110 / 131 » TRUST-TECH based Methods for Optimization and Learning |
97
Voted
TIP
2008
15 years 16 days ago
2008
Abstract--Local learning methods, such as local linear regression and nearest neighbor classifiers, base estimates on nearby training samples, neighbors. Usually, the number of nei...
95
Voted
JIIS
2007
15 years 16 days ago
2007
The Internet has instigated a critical need for automated tools that facilitate integrating countless databases. Since non-technical end users are often the ultimate repositories ...
131
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COLT
2010
Springer
14 years 10 months ago
2010
Springer
We study graph estimation and density estimation in high dimensions, using a family of density estimators based on forest structured undirected graphical models. For density estim...
120
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EMNLP
2010
14 years 10 months ago
2010
The task of selecting information and rendering it appropriately appears in multiple contexts in summarization. In this paper we present a model that simultaneously optimizes sele...
110
Voted
EMNLP
2010
14 years 10 months ago
2010
In this paper, we investigate structured models for document-level sentiment classification. When predicting the sentiment of a subjective document (e.g., as positive or negative)...