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» Analysis and Application of Adaptive Sampling
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JMLR
2010
162views more  JMLR 2010»
13 years 4 months ago
A Surrogate Modeling and Adaptive Sampling Toolbox for Computer Based Design
An exceedingly large number of scientific and engineering fields are confronted with the need for computer simulations to study complex, real world phenomena or solve challenging ...
Dirk Gorissen, Ivo Couckuyt, Piet Demeester, Tom D...
IPPS
2006
IEEE
14 years 3 months ago
Detecting phases in parallel applications on shared memory architectures
Most programs are repetitive, where similar behavior can be seen at different execution times. Algorithms have been proposed that automatically group similar portions of a program...
Erez Perelman, Marzia Polito, Jean-Yves Bouguet, J...
SAC
2008
ACM
13 years 9 months ago
Adaptive importance sampling in general mixture classes
In this paper, we propose an adaptive algorithm that iteratively updates both the weights and component parameters of a mixture importance sampling density so as to optimise the p...
Olivier Cappé, Randal Douc, Arnaud Guillin,...
CAEPIA
2003
Springer
14 years 3 months ago
A Method to Adaptively Propagate the Set of Samples Used by Particle Filters
Abstract. In recent years, particle filters have emerged as a useful tool that enables the application of Bayesian reasoning to problems requiring dynamic state estimation. The ef...
Alvaro Soto
MASCOTS
2007
13 years 11 months ago
Adaptive Sampling for Efficient MPSoC Architecture Simulation
—Modern micro-architecture simulators are many orders of magnitude slower than the hardware they simulate. The use of multiprocessor architectures for supporting future mobile an...
Melhem Tawk, Khaled Z. Ibrahim, Smaïl Niar