asymptotic approximation

24

JMLR
2012

238views Programming Languages» more JMLR 2012»

Factorized Asymptotic Bayesian Inference for Mixture Modeling

11 years 7 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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21

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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

13 years 4 months ago

Download www.math.uic.edu

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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14

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WSC
2007

173views Modeling And Simulation» more WSC 2007»

Path-sampling for state-dependent importance sampling

13 years 7 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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11

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ECAI
2000
Springer

90views Artificial Intelligence» more ECAI 2000»

Efficient Asymptotic Approximation in Temporal Difference Learning

13 years 8 months ago

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