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78
Voted
FLAIRS
1998
15 years 5 months ago
1998
Atext understandingsystemwith learning capabilities is presented.Newconceptsare acquiredbyincorporating twokindsof evidence- knowledgeaboutlinguistic constructionsin whichunknownl...
123
Voted
INLG
2010
Springer
15 years 1 months ago
2010
Springer
The problem of Named Entity Generation is expressed as a conditional probability model over a structured domain. By defining a factor-graph model over the mentions of a text, we o...
130
Voted
IROS
2007
IEEE
15 years 10 months ago
2007
IEEE
— A central challenging problem in humanoid robotics is to plan and execute dynamic tasks in dynamic environments. Given that the environment is known, sampling-based online moti...
173
Voted
DAGM
2011
Springer
14 years 3 months ago
2011
Springer
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
134
Voted
TIP
2008
15 years 3 months ago
2008
Active learning methods have been considered with increased interest in the statistical learning community. Initially developed within a classification framework, a lot of extensio...