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168
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JMLR
2012
13 years 7 months ago
Random Search for Hyper-Parameter Optimization
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 ...
James Bergstra, Yoshua Bengio
187
Voted
SIGMETRICS
2012
ACM
248views Hardware» more  SIGMETRICS 2012»
13 years 7 months ago
Pricing cloud bandwidth reservations under demand uncertainty
In a public cloud, bandwidth is traditionally priced in a pay-asyou-go model. Reflecting the recent trend of augmenting cloud computing with bandwidth guarantees, we consider a n...
Di Niu, Chen Feng, Baochun Li
115
Voted
CVPR
2007
IEEE
16 years 6 months ago
Viewpoint-Coded Structured Light
We introduce a theoretical framework and practical algorithms for replacing time-coded structured light patterns with viewpoint codes, in the form of additional camera locations. ...
Mark Young, Erik Beeson, James Davis, Szymon Rusin...
122
Voted
ICPR
2004
IEEE
16 years 5 months ago
Detection of Artificial Structures in Natural-Scene Images Using Dynamic Trees
We seek a framework that addresses localization, detection and recognition of man-made objects in natural-scene images in a unified manner. We propose to model artificial structur...
Michael C. Nechyba, Sinisa Todorovic
DAC
2005
ACM
16 years 5 months ago
Multi-threaded reachability
Partitioned BDD-based algorithms have been proposed in the literature to solve the memory explosion problem in BDD-based verification. Such algorithms can be at times ineffective ...
Debashis Sahoo, Jawahar Jain, Subramanian K. Iyer,...
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