7519 search results - page 318 / 1504 » Optimizing Generic Functions |
195
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COLT
2006
Springer
15 years 10 months ago
2006
Springer
We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
160
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WCE
2007
15 years 7 months ago
2007
Abstract—In this work we present a variational formulation for a multilayer perceptron neural network. With this formulation any learning task for the neural network is defined ...
170
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AUTOMATICA
2005
15 years 6 months ago
2005
: This work proposes a systematic methodology for the optimal selection of controller parameters, in the sense of minimizing a performance index which is a quadratic function of th...
169
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QUESTA
2002
15 years 6 months ago
2002
We consider an M/G/1 queue with a removable server. When a customer arrives, the workload becomes known. The cost structure consists of switching costs, running costs, and holding ...
171
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ACL
2010
15 years 4 months ago
2010
This work models Word Sense Disambiguation (WSD) problem as a Distributed Constraint Optimization Problem (DCOP). To model WSD as a DCOP, we view information from various knowledg...