247 search results - page 12 / 50 » Superset Learning Based on Generalized Loss Minimization |
125
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TSP
2010
14 years 11 months ago
2010
Abstract--In this paper, we consider a competitive approach to sequential decision problems, suitable for a variety of signal processing applications where at each of a succession ...
102
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ACL
1996
15 years 5 months ago
1996
We show how a general grammar may be automatically adapted for fast parsing of utterances from a specific domain by means of constituent pruning and grammar specialization based o...
134
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ICDM
2009
IEEE
15 years 11 months ago
2009
IEEE
—Many real world learning problems can be recast as multi-task learning problems which utilize correlations among different tasks to obtain better generalization performance than...
147
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SOFSEM
2010
Springer
16 years 1 months ago
2010
Springer
Regret minimization has proven to be a very powerful tool in both computational learning theory and online algorithms. Regret minimization algorithms can guarantee, for a single de...
173
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COLT
2007
Springer
15 years 10 months ago
2007
Springer
We describe and analyze a new approach for feature ranking in the presence of categorical features with a large number of possible values. It is shown that popular ranking criteria...