2395 search results - page 152 / 479 » A selective sampling approach to active feature selection |
108
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ICASSP
2011
IEEE
14 years 1 months ago
2011
IEEE
Solving linear regression problems based on the total least-squares (TLS) criterion has well-documented merits in various applications, where perturbations appear both in the data...
ICRA
2005
IEEE
15 years 3 months ago
2005
IEEE
- This paper presents an approach to utilize UPnP as a middleware for robots. It describes the advantages of UPnP by comparing UPnP with TAO CORBA that was used in a few robot deve...
109
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FGR
2011
IEEE
14 years 1 months ago
2011
IEEE
— Matching images with large geometric and iconic changes (e.g. faces under different poses and facial expressions) is an open research problem in computer vision. There are two ...
102
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EMNLP
2008
14 years 11 months ago
2008
Active learning is well-suited to many problems in natural language processing, where unlabeled data may be abundant but annotation is slow and expensive. This paper aims to shed ...
IJCAI
2007
14 years 11 months ago
2007
While conditional random fields (CRFs) have been applied successfully in a variety of domains, their training remains a challenging task. In this paper, we introduce a novel trai...