1474 search results - page 34 / 295 » Using Machine Learning to Focus Iterative Optimization |
120
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AIME
2007
Springer
15 years 10 months ago
2007
Springer
Abstract. The growing availability of measurement devices in the operating room enables the collection of a huge amount of data about the state of the patient and the doctors’ pr...
151
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PIMRC
2010
IEEE
15 years 1 months ago
2010
IEEE
Abstract--Troubleshooting of wireless networks is a challenging network management task. We have developed, in a previous work, a new troubleshooting methodology, which we named St...
144
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ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Beamformers are spatial filters that pass source signals in particular focused locations while suppressing interference from elsewhere. The widely-used minimum variance adaptive b...
155
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COLT
2006
Springer
15 years 7 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...
125
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ECML
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We investigate the problem of using function approximation in reinforcement learning where the agent’s policy is represented as a classifier mapping states to actions....