4660 search results - page 515 / 932 » Learning from imperfect data |
155
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ICASSP
2010
IEEE
15 years 4 months ago
2010
IEEE
Supervised learning uses a training set of labeled examples to compute a classifier which is a mapping from feature vectors to class labels. The success of a learning algorithm i...
114
Voted
ICPR
2008
IEEE
16 years 5 months ago
2008
IEEE
This paper introduces a new discriminative learning technique for link prediction based on the matrix alignment approach. Our algorithm automatically determines the most predictiv...
120
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ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
Structured models often achieve excellent performance but can be slow at test time. We investigate structure compilation, where we replace structure with features, which are often...
135
Voted
DEXAW
2007
IEEE
15 years 10 months ago
2007
IEEE
This paper presents an approach to generate audio based learning material dynamically from Wikipedia articles for m-Learning and ubiquitous access. It introduces the so called ’...
144
Voted
ICDAR
2005
IEEE
15 years 9 months ago
2005
IEEE
Since it is extremely expensive to collect a large volume of handwriting samples, synthesized data are often used to enlarge the training set. We argue that, in order to generate ...