1991 search results - page 155 / 399 » Small Models of Large Machines |
157
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ICML
1994
IEEE
15 years 9 months ago
1994
IEEE
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
188
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AUSAI
2011
Springer
14 years 5 months ago
2011
Springer
The amount of user generated content on the Web is growing and identifying high quality content in a timely manner has become a problem. Many forums rely on its users to manually r...
162
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CRV
2009
IEEE
16 years 8 days ago
2009
IEEE
In this paper we introduce the concept and method for adaptively tuning the model complexity in an online manner as more examples become available. Challenging classification pro...
149
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INTERSPEECH
2010
15 years 9 days ago
2010
One successful approach to language recognition is to focus on the most discriminative high level features of languages, such as phones and words. In this paper, we applied a simi...
161
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AAAI
1997
15 years 6 months ago
1997
Many stochastic planning problems can be represented using Markov Decision Processes (MDPs). A difficulty with using these MDP representations is that the common algorithms for so...