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171
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CVPR
2010
IEEE
15 years 2 months ago
2010
IEEE
This paper shows that the performance of a binary classifier can be significantly improved by the processing of structured unlabeled data, i.e. data are structured if knowing the ...
140
Voted
ICDM
2010
IEEE
15 years 1 months ago
2010
IEEE
Whenever a dataset has multiple discrete target variables, we want our algorithms to consider not only the variables themselves, but also the interdependencies between them. We pro...
148
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
POMDPs are the models of choice for reinforcement learning (RL) tasks where the environment cannot be observed directly. In many applications we need to learn the POMDP structure ...
182
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IPPS
2010
IEEE
15 years 1 months ago
2010
IEEE
Thermal management is critical for clusters because of the increasing power consumption of modern processors, compact server architectures and growing server density in data center...
156
Voted
SAB
2010
Springer
15 years 1 months ago
2010
Springer
Prefrontal cortex (PFC) has been implicated in the ability to switch behavioral strategies in response to changes in reward contingencies. A recent experimental study has shown tha...