40 search results - page 4 / 8 » The Value of Agreement, a New Boosting Algorithm |
153
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BMCBI
2010
15 years 4 months ago
2010
Background: The receiver operating characteristic (ROC) curve is a fundamental tool to assess the discriminant performance for not only a single marker but also a score function c...
127
Voted
PODC
2012
ACM
13 years 6 months ago
2012
ACM
Two new algorithms are given for randomized consensus in a shared-memory model with an oblivious adversary. Each is based on a new construction of a conciliator, an object that gu...
143
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ISPDC
2006
IEEE
15 years 10 months ago
2006
IEEE
Optimistically Terminating Consensus (OTC) is a variant of Consensus that decides if all correct processes propose the same value. It is surprisingly easy to implement: processes ...
126
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PODC
2010
ACM
15 years 8 months ago
2010
ACM
We define two new classes of shared-memory objects: ratifiers, which detect agreement, and conciliators, which ensure agreement with some probability. We show that consensus can...
150
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TIT
2002
15 years 3 months ago
2002
Generalization bounds depending on the margin of a classifier are a relatively recent development. They provide an explanation of the performance of state-of-the-art learning syste...