544 search results - page 74 / 109 » Active Learning with Model Selection in Linear Regression |
140
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CVPR
2010
IEEE
16 years 26 days ago
2010
IEEE
A central problem in the analysis of motion capture (Mo-
Cap) data is how to decompose motion sequences into primitives.
Ideally, a description in terms of primitives should
fac...
136
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IROS
2007
IEEE
15 years 11 months ago
2007
IEEE
Abstract— Although the human hand is a complex biomechanical system, only a small set of features may be necessary for observation learning of functional grasp classes. We explor...
142
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ICML
2009
IEEE
16 years 5 months ago
2009
IEEE
We introduce a new algorithm for binary classification in the selective sampling protocol. Our algorithm uses Regularized Least Squares (RLS) as base classifier, and for this reas...
145
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OSDI
2008
ACM
16 years 5 months ago
2008
ACM
This paper proposes to develop a system-wide energy consumption model for servers by making use of hardware performance counters and experimental measurements. We develop a real-t...
140
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COLT
2006
Springer
15 years 8 months ago
2006
Springer
We propose a sequential randomized algorithm, which at each step concentrates on functions having both low risk and low variance with respect to the previous step prediction functi...