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» Optimal Monte Carlo Algorithms

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JCC
2008

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An optimized initialization algorithm to ensure accuracy in quantum Monte Carlo calculations

13 years 7 months ago

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: Quantum Monte Carlo (QMC) calculations require the generation of random electronic configurations with respect to a desired probability density, usually the square of the magnitu...

Daniel R. Fisher, David R. Kent IV, Michael T. Fel...

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JC
2007

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Simple Monte Carlo and the Metropolis algorithm

13 years 7 months ago

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We study the integration of functions with respect to an unknown density. Information is available as oracle calls to the integrand and to the nonnormalized density function. We ar...

Peter Mathé, Erich Novak

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PKDD
2009
Springer

184views Data Mining» more PKDD 2009»

Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm

14 years 5 days ago

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Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...

Philippe Rolet, Michèle Sebag, Olivier Teyt...

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JVA
2006
IEEE

224views Applied Computing» more JVA 2006»

Optimal Monte Carlo Algorithms

14 years 1 months ago