2683 search results - page 285 / 537 » Machine learning problems from optimization perspective |
104
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ICCV
2009
IEEE
16 years 8 months ago
2009
IEEE
In this paper, we consider the problem of recovering the
spatial layout of indoor scenes from monocular images. The
presence of clutter is a major problem for existing singleview...
143
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ICIP
2009
IEEE
15 years 1 months ago
2009
IEEE
We consider the problem of parsing facial features from an image labeling perspective. We learn a per-pixel unary classifier, and a prior over expected label configurations, allow...
113
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GECCO
2003
Springer
15 years 8 months ago
2003
Springer
The development of the XCS Learning Classifier System [26] has produced a stable implementation, able to consistently identify the accurate and optimally general population of cla...
113
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AI
2004
Springer
15 years 3 months ago
2004
Springer
Efficient Learning Equilibrium (ELE) is a natural solution concept for multi-agent encounters with incomplete information. It requires the learning algorithms themselves to be in ...
138
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COLT
2008
Springer
15 years 5 months ago
2008
Springer
In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...