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195
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JMLR
2012
13 years 8 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 ...
221
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CVPR
2012
IEEE
13 years 8 months ago
2012
IEEE
Our goal is to segment a video sequence into moving objects and the world scene. In recent work, spectral embedding of point trajectories based on 2D motion cues accumulated from ...
169
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EVOW
2005
Springer
15 years 12 months ago
2005
Springer
This paper reports on steps that have been taken to enhance previously presented evolutionary sound matching work. In doing so, the convergence characteristics are shown to provide...
165
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ATAL
2008
Springer
15 years 8 months ago
2008
Springer
In most of the existing approaches to the design of multiagent systems, there is no clear way in which to relate organisational and normative structures to the model of the enviro...
183
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CLUSTER
2008
IEEE
16 years 25 days ago
2008
IEEE
—Distributed file systems that use multiple servers to store data in parallel are becoming commonplace. Much work has already gone into such systems to maximize data throughput....