1305 search results - page 179 / 261 » An Optimization Algorithm Based on Active and Instance-Based... |
104
Voted
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
This paper formalizes Feature Selection as a Reinforcement Learning problem, leading to a provably optimal though intractable selection policy. As a second contribution, this pape...
133
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DAWAK
2006
Springer
15 years 4 months ago
2006
Springer
In the paper, a new evolutionary algorithm (EA) for mixed tree learning is proposed. In non-terminal nodes of a mixed decision tree different types of tests can be placed, ranging ...
131
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
The idea of learning overcomplete dictionaries based on the paradigm of compressive sensing has found numerous applications, among which image denoising is considered one of the m...
108
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IJBRA
2007
15 years 1 months ago
2007
A function of a protein is dependent on its structure; therefore, predicting a protein structure from an amino acid sequence is an active area of research. Optimally predicting a ...
104
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ECAL
2005
Springer
15 years 6 months ago
2005
Springer
We present an example of the dynamical systems approach to learning and adaptation. Our goal is to explore how both control and learning can be embedded into a single dynamical sys...