9787 search results - page 303 / 1958 » A Utile Function Optimizer |
146
click to vote
MICAI
2004
Springer
16 years 10 hour ago
2004
Springer
In this paper we make use of a modified Grid Based Fuzzy System architecture, which may provide an exponential reduction in the number of rules needed. We also introduce an algori...
182
click to vote
DMIN
2007
15 years 8 months ago
2007
— The application of feature selection techniques greatly reduces the computational cost of classifying highdimensional data. Feature selection algorithms of varying performance ...
176
click to vote
AAAI
2006
15 years 8 months ago
2006
Transfer learning concerns applying knowledge learned in one task (the source) to improve learning another related task (the target). In this paper, we use structure mapping, a ps...
145
click to vote
CORR
2010
Springer
15 years 6 months ago
2010
Springer
Sparse methods for supervised learning aim at finding good linear predictors from as few variables as possible, i.e., with small cardinality of their supports. This combinatorial ...
192
click to vote
NAACL
2010
15 years 4 months ago
2010
We describe a method of incorporating taskspecific cost functions into standard conditional log-likelihood (CLL) training of linear structured prediction models. Recently introduc...