Monte Carlo sampling

48

AAAI
2012

198views Intelligent Agents» more AAAI 2012»

A Search Algorithm for Latent Variable Models with Unbounded Domains

12 years 1 months ago

This paper concerns learning and prediction with probabilistic models where the domain sizes of latent variables have no a priori upper-bound. Current approaches represent prior d...

Michael Chiang, David Poole

claim paper

Read More »

35

click to vote

CCE
2004

108views Software Engineering» more CCE 2004»

Improving convergence of the stochastic decomposition algorithm by using an efficient sampling technique

13 years 11 months ago

Download www.vri-custom.org

This work focuses on the basic stochastic decomposition (SD) algorithm of Higle and Sen [J.L. Higle, S. Sen, Stochastic Decomposition, Kluwer Academic Publishers, 1996] for two-st...

José María Ponce-Ortega, Vicente Ric...

claim paper

Read More »

32

click to vote

WSC
1997

156views Modeling And Simulation» more WSC 1997»

Descriptive Sampling: An Improvement over Latin Hypercube Sampling

14 years 26 days ago

Download www.informs-sim.org

Descriptive Sampling (DS), a Monte Carlo sampling technique based on a deterministic selection of the input values and their random permutation, represents a deep conceptual chang...

Eduardo Saliby

claim paper

Read More »

Sciweavers

Explore & Download

Productivity Tools

Document Tools

Image Tools

Sciweavers