1701 search results - page 274 / 341 » Learning Mappings with Neural Network |
142
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COLT
2001
Springer
15 years 9 months ago
2001
Springer
We investigate the use of certain data-dependent estimates of the complexity of a function class, called Rademacher and Gaussian complexities. In a decision theoretic setting, we ...
124
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MICAI
2000
Springer
15 years 8 months ago
2000
Springer
This paper presents a new method for the verification of the correct pronunciation of spoken words. This process is based on speech recognition technology. It can be particularly ...
176
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EMNLP
2006
15 years 5 months ago
2006
We propose a general method for reranker construction which targets choosing the candidate with the least expected loss, rather than the most probable candidate. Different approac...
173
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ISIWI
2000
15 years 5 months ago
2000
(Automatic) document classification is generally defined as content-based assignment of one or more predefined categories to documents. Usually, machine learning, statistical patt...
172
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JMLR
2002
15 years 4 months ago
2002
Recently, sample complexity bounds have been derived for problems involving linear functions such as neural networks and support vector machines. In many of these theoretical stud...