55 search results - page 10 / 11 » Supervised Learning by Training on Aggregate Outputs |
153
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IEEEICCI
2009
IEEE
15 years 24 days ago
2009
IEEE
Abstract-In this paper, we construct a neural-inspired computational model based on the representational capabilities of receptive fields. The proposed model, known as Shape Encodi...
128
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NIPS
1989
15 years 4 months ago
1989
Cascade-Correlation is a new architecture and supervised learning algorithm for artificial neural networks. Instead of just adjusting the weights in a network of fixed topology,...
128
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ICONIP
2008
15 years 4 months ago
2008
Several applications would emerge from the development of efficient and robust sound classification systems able to identify the nature of non-speech sound sources. This paper prop...
117
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ICML
2002
IEEE
16 years 3 months ago
2002
IEEE
Supervised learning techniques for text classi cation often require a large number of labeled examples to learn accurately. One way to reduce the amountoflabeled datarequired is t...
138
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SIGMOD
2012
ACM
13 years 5 months ago
2012
ACM
The success of data-driven solutions to difficult problems, along with the dropping costs of storing and processing massive amounts of data, has led to growing interest in largesc...