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LSSC
2001
Springer

79views Applied Computing» more LSSC 2001»

An Improved Monte Carlo Algorithm for Elastic Electron Backscattering from Surfaces

14 years 3 days ago

The problen of the backscattering of electrons from metal targets is subject of extensive theoreticel and experimental work in surface analysis. We are interested in the angular di...

Ivan Dimov, Emanouil I. Atanassov, Mariya K. Durch...

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24

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SAC
2008
ACM

126views Applied Computing» more SAC 2008»

Particle methods for maximum likelihood estimation in latent variable models

13 years 7 months ago

Download www2.warwick.ac.uk

Standard methods for maximum likelihood parameter estimation in latent variable models rely on the Expectation-Maximization algorithm and its Monte Carlo variants. Our approach is ...

Adam M. Johansen, Arnaud Doucet, Manuel Davy

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32

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ICML
1999
IEEE

163views Machine Learning» more ICML 1999»

Monte Carlo Hidden Markov Models: Learning Non-Parametric Models of Partially Observable Stochastic Processes

14 years 8 months ago

Download www.ri.cmu.edu

We present a learning algorithm for non-parametric hidden Markov models with continuous state and observation spaces. All necessary probability densities are approximated using sa...

Sebastian Thrun, John Langford, Dieter Fox

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24

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CAV
2005
Springer

133views Hardware» more CAV 2005»

On Statistical Model Checking of Stochastic Systems

14 years 1 months ago

Download osl.cs.uiuc.edu

Statistical methods to model check stochastic systems have been, thus far, developed only for a sublogic of continuous stochastic logic (CSL) that does not have steady state operat...

Koushik Sen, Mahesh Viswanathan, Gul Agha

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15

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CSDA
2006

58views more CSDA 2006»

Bayesian model choice based on Monte Carlo estimates of posterior model probabilities

13 years 7 months ago