1443 search results - page 139 / 289 » Learning Generative Models via Discriminative Approaches |
142
Voted
ECML
2007
Springer
15 years 7 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...
128
Voted
PAMI
2006
15 years 3 months 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...
148
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ACL
2009
15 years 1 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...
155
Voted
RECSYS
2010
ACM
15 years 3 months 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...
172
Voted
KDD
2012
ACM
13 years 5 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...