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124
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CCS
2009
ACM
15 years 11 months ago
2009
ACM
We propose a framework for quantitative security analysis of machine learning methods. Key issus of this framework are a formal specification of the deployed learning model and a...
131
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TPHOL
2009
IEEE
15 years 11 months ago
2009
IEEE
Optical systems are becoming increasingly important as they tend to resolve many bottlenecks in the present age communications and electronics. Some common examples include their u...
143
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GECCO
2007
Springer
15 years 11 months ago
2007
Springer
Several theoretical analyses of the dynamics of particle swarms have been offered in the literature over the last decade. Virtually all rely on substantial simplifications, incl...
148
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ILP
2007
Springer
15 years 11 months ago
2007
Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
147
Voted
AOSE
2005
Springer
15 years 10 months ago
2005
Springer
In order to create adaptive Agent Systems with abilities matching those of their biological counterparts, a natural approach is to incorporate classical conditioning mechanisms int...