1443 search results - page 139 / 289 » Learning Generative Models via Discriminative Approaches |
111
Voted
ECML
2007
Springer
15 years 4 months ago
2007
Springer
Abstract. Ensemble methods are popular learning methods that usually increase the predictive accuracy of a classifier though at the cost of interpretability and insight in the deci...
105
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PAMI
2006
15 years 17 days ago
2006
Appearance-based methods, based on statistical models of the pixel values in an image (region) rather than geometrical object models, are increasingly popular in computer vision. I...
123
Voted
ACL
2009
14 years 10 months ago
2009
We present a novel approach to parse web search queries for the purpose of automatic tagging of the queries. We will define a set of probabilistic context-free rules, which genera...
128
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RECSYS
2010
ACM
15 years 26 days ago
2010
ACM
Recommendation systems suggest items based on user preferences. Collaborative filtering is a popular approach in which recommending is based on the rating history of the system. O...
150
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KDD
2012
ACM
13 years 3 months ago
2012
ACM
Real-world, multiple-typed objects are often interconnected, forming heterogeneous information networks. A major challenge for link-based clustering in such networks is its potent...