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» Modelling Smooth Paths Using Gaussian Processes
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ICML
2005
IEEE
14 years 8 months ago
Healing the relevance vector machine through augmentation
The Relevance Vector Machine (RVM) is a sparse approximate Bayesian kernel method. It provides full predictive distributions for test cases. However, the predictive uncertainties ...
Carl Edward Rasmussen, Joaquin Quiñonero Ca...
MASS
2010
162views Communications» more  MASS 2010»
13 years 5 months ago
A metric for routing in delay-sensitive wireless sensor networks
Abstract--We present a new scheme to reduce the end-toend routing delay in the mission-critical applications of the wireless sensor networks (WSNs) under the duty cycle model. Whil...
Zhen Jiang, Jie Wu, Risa Ito
CEC
2011
IEEE
12 years 7 months ago
Curiosity-driven optimization
— The principle of artificial curiosity directs active exploration towards the most informative or most interesting data. We show its usefulness for global black box optimizatio...
Tom Schaul, Yi Sun, Daan Wierstra, Faustino J. Gom...
ASPDAC
2008
ACM
126views Hardware» more  ASPDAC 2008»
13 years 9 months ago
DPlace2.0: A stable and efficient analytical placement based on diffusion
Nowadays a placement problem often involves multi-million objects and excessive fixed blockages. We present a new global placement algorithm that scales well to the modern large-s...
Tao Luo, David Z. Pan
HICSS
2006
IEEE
179views Biometrics» more  HICSS 2006»
14 years 1 months ago
e-Government Integration with Web Services and Alerts: A Case Study on an Emergency Route Advisory System in Hong Kong
Quick and efficient response to emergency is important for every city. This depends on the quality of the dispatch of emergency service to the scene and back to hospital or other ...
Cherrie W. W. Ng, Dickson K. W. Chiu