212 search results - page 23 / 43 » Property Testing and Its Connection to Learning and Approxim... |
112
Voted
COLING
1992
15 years 3 months ago
1992
In this paper, a discrimination and robusmess oriented adaptive learning procedure is proposed to deal with the task of syntactic ambiguity resolution. Owing to the problem of ins...
165
Voted
IPPS
2010
IEEE
15 years 21 days ago
2010
IEEE
Abstract--The increasing availability of multi-core and multiprocessor architectures provides new opportunities for improving the performance of many computer simulations. Markov C...
102
Voted
NIPS
2007
15 years 4 months ago
2007
Machine learning techniques are increasingly being used to produce a wide-range of classifiers for complex real-world applications that involve nonuniform testing costs and miscl...
105
Voted
IJON
2000
15 years 2 months ago
2000
In this paper we propose an approach to variable selection that uses a neural-network model as the tool to determine which variables are to be discarded. The method performs a bac...
175
Voted
NIPS
2008
15 years 4 months ago
2008
The Singular Value Decomposition is a key operation in many machine learning methods. Its computational cost, however, makes it unscalable and impractical for applications involvi...