1080 search results - page 48 / 216 » Problem dependent optimization (PDO) |
132
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IJCV
1998
15 years 3 months ago
1998
Object localization using sensed data features and corresponding model features is a fundamental problem in machine vision. We reformulate object localization as a least squares p...
150
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CASES
2007
ACM
15 years 8 months ago
2007
ACM
We derive analytically, the performance optimal throttling curve for a processor under thermal constraints for a given task sequence. We found that keeping the chip temperature co...
149
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JMLR
2011
14 years 11 months ago
2011
In this paper the sequential prediction problem with expert advice is considered for the case where losses of experts suffered at each step cannot be bounded in advance. We presen...
143
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ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
This article deals with a regularized version of the split gradient method (SGM), leading to multiplicative algorithms. The proposed algorithm is available for the optimization of...
129
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ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
Learning general functional dependencies is one of the main goals in machine learning. Recent progress in kernel-based methods has focused on designing flexible and powerful input...