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220
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ICS
2010
Tsinghua U.
16 years 4 months ago
2010
Tsinghua U.
We consider the problem of boosting the accuracy of weak learning algorithms in the agnostic learning framework of Haussler (1992) and Kearns et al. (1992). Known algorithms for t...
223
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COMPGEOM
2009
ACM
16 years 1 months ago
2009
ACM
Integration over a domain, such as a Euclidean space or a Riemannian manifold, is a fundamental problem across scientific fields. Many times, the underlying domain is only acces...
153
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DATE
2007
IEEE
16 years 1 months ago
2007
IEEE
Deep-submicron designs have to take care of process variation effects as variations in critical process parameters result in large variations in access latencies of hardware compo...
228
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JMLR
2012
13 years 9 months ago
2012
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
206
Voted
ICCV
2009
IEEE
17 years 11 days ago
2009
IEEE
Learning to cope with domain change has been known
as a challenging problem in many real-world applications.
This paper proposes a novel and efficient approach, named
domain ada...