2354 search results - page 50 / 471 » Randomness, Stochasticity and Approximations |
NIPS
2004
13 years 9 months ago
2004
This paper analyses the Contrastive Divergence algorithm for learning statistical parameters. We relate the algorithm to the stochastic approximation literature. This enables us t...
ISQED
2006
IEEE
14 years 1 months ago
2006
IEEE
This paper proposes a novel method for analyzing large onchip power delivery networks via a stochastic moment matching (SMM) method. The proposed method extends the existing direc...
APPROX
2006
Springer
13 years 11 months ago
2006
Springer
We describe a simple random-sampling based procedure for producing sparse matrix approximations. Our procedure and analysis are extremely simple: the analysis uses nothing more th...
CSC
2006
13 years 9 months ago
2006
In this paper, a new method is proposed in order to evaluate the stochastic solution of linear random differential equation. The method is based on the combination of the probabili...
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JCB
2006
13 years 7 months ago
2006
We study the probability distribution of genomic distance d under the hypothesis of random gene order. We translate the random order assumption into a stochastic method for constr...