1880 search results - page 31 / 376 » Robust Learning - Rich and Poor |
117
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ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
135
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COLT
2010
Springer
14 years 11 months ago
2010
Springer
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...
99
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ITS
2010
Springer
15 years 6 months ago
2010
Springer
Accelerated future learning, in which learning proceeds more effectively and more rapidly because of prior learning, is considered to be one of the most interesting measures of ro...
100
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CHI
2004
ACM
16 years 2 months ago
2004
ACM
Connecting people across the Digital Divide is as much a social effort as a technological one. We are developing a community-centered approach to learn how interaction techniques ...
WWW
2004
ACM
16 years 2 months ago
2004
ACM
In the problem of learning with positive and unlabeled examples, existing research all assumes that positive examples P and the hidden positive examples in the unlabeled set U are...