1419 search results - page 8 / 284 » Approximation Methods for Supervised Learning |
141
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ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
A number of supervised learning methods have been introduced in the last decade. Unfortunately, the last comprehensive empirical evaluation of supervised learning was the Statlog ...
167
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ICTAI
2006
IEEE
15 years 10 months ago
2006
IEEE
In order for an autonomous agent to behave robustly in a variety of environments, it must have the ability to learn approximations to many different functions. The function approx...
160
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COLING
2010
14 years 11 months ago
2010
This paper presents a novel semisupervised learning algorithm called Active Deep Networks (ADN), to address the semi-supervised sentiment classification problem with active learni...
145
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IJCAI
2007
15 years 5 months ago
2007
This paper proposes and develops a new graph-based semi-supervised learning method. Different from previous graph-based methods that are based on discriminative models, our method...
134
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AI
2005
Springer
15 years 9 months ago
2005
Springer
This paper addresses the task of finding acronym-definition pairs in text. Most of the previous work on the topic is about systems that involve manually generated rules or regular ...