1435 search results - page 85 / 287 » Generalization Error Bounds Using Unlabeled Data |
292
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EMMCVPR
2011
Springer
14 years 5 months ago
2011
Springer
In this work, we are concerned with the detection of multiple objects in an image. We demonstrate that typically applied objectives have the structure of a random field model, but...
175
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SSDBM
2007
IEEE
16 years 13 days ago
2007
IEEE
We present a fast algorithm for computing approximate quantiles in high speed data streams with deterministic error bounds. For data streams of size N where N is unknown in advanc...
156
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AAAI
2010
15 years 7 months ago
2010
In many real world applications, labeled data are usually expensive to get, while there may be a large amount of unlabeled data. To reduce the labeling cost, active learning attem...
144
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HYBRID
2009
Springer
16 years 29 days ago
2009
Springer
This paper studies distributed networked systems with data dropouts and transmission delays. We propose a decentralized eventtriggering scheme, where a subsystem broadcasts its sta...
142
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ICCD
2006
IEEE
16 years 3 months ago
2006
IEEE
— We have entered an era where chip yields are decreasing with scaling. A new concept called intelligible testing has been previously proposed with the goal of reversing this tre...