asymptotic approximation

57

JMLR
2012

238views Programming Languages» more JMLR 2012»

Factorized Asymptotic Bayesian Inference for Mixture Modeling

12 years 2 months ago

This paper proposes a novel Bayesian approximation inference method for mixture modeling. Our key idea is to factorize marginal log-likelihood using a variational distribution ove...

Ryohei Fujimaki, Satoshi Morinaga

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52

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PE
1998
Springer

158views Optimization» more PE 1998»

Asymptotic Approximations and Bottleneck Analysis in Product Form Queueing Networks with Large Populations

14 years 3 days ago

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Asymptotic approximations are constructed for the performance measures of product form queueing networks consisting of single server, ﬁxed rate nodes with large populations. The...

Charles Knessl, Charles Tier

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40

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WSC
2007

173views Modeling And Simulation» more WSC 2007»

Path-sampling for state-dependent importance sampling

14 years 2 months ago

Download www.columbia.edu

State-dependent importance sampling (SDIS) has proved to be particularly useful in simulation (specially in rare event analysis of stochastic systems). One approach for designing ...

Jose H. Blanchet, Jingchen Liu

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38

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ECAI
2000
Springer

90views Artificial Intelligence» more ECAI 2000»

Efficient Asymptotic Approximation in Temporal Difference Learning

14 years 4 months ago

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