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» Optimal Monte Carlo Algorithms
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WSC
2008
13 years 10 months ago
An application of parallel Monte Carlo modeling for real-time disease surveillance
The global health, threatened by emerging infectious diseases, pandemic influenza, and biological warfare, is becoming increasingly dependent on the rapid acquisition, processing,...
David W. Bauer, Mojdeh Mohtashemi
MOC
2002
86views more  MOC 2002»
13 years 7 months ago
On the step-by-step construction of quasi--Monte Carlo integration rules that achieve strong tractability error bounds in weight
We develop and justify an algorithm for the construction of quasi
Ian H. Sloan, Frances Y. Kuo, Stephen Joe
UAI
2001
13 years 9 months ago
Markov Chain Monte Carlo using Tree-Based Priors on Model Structure
We present a general framework for defining priors on model structure and sampling from the posterior using the Metropolis-Hastings algorithm. The key ideas are that structure pri...
Nicos Angelopoulos, James Cussens
AAAI
2000
13 years 9 months ago
Monte Carlo Localization with Mixture Proposal Distribution
Monte Carlo localization (MCL) is a Bayesian algorithm for mobile robot localization based on particle filters, which has enjoyed great practical success. This paper points out a ...
Sebastian Thrun, Dieter Fox, Wolfram Burgard
FPGA
2010
ACM
276views FPGA» more  FPGA 2010»
14 years 4 months ago
Accelerating Monte Carlo based SSTA using FPGA
Monte Carlo based SSTA serves as the golden standard against alternative SSTA algorithms, but it is seldom used in practice due to its high computation time. In this paper, we acc...
Jason Cong, Karthik Gururaj, Wei Jiang, Bin Liu, K...