9 search results - page 1 / 2 » Massively Parallel Probabilistic Reasoning with Boltzmann Ma... |
APIN
1999
13 years 10 months ago
1999
We present a method for mapping a given Bayesian network to a Boltzmann machine architecture, in the sense that the the updating process of the resulting Boltzmann machine model pr...
SC
1993
ACM
14 years 2 months ago
1993
ACM
This paper documents the use of a massively parallel computer, specifically the Connection Machine CM-5, to solve the Boltzmann equation to model one-dimensional shock wave struct...
CLUSTER
2008
IEEE
13 years 11 months ago
2008
IEEE
We investigate operating system noise, which we identify as one of the main reasons for a lack of synchronicity in parallel applications. Using a microbenchmark, we measure the no...
PVLDB
2008
13 years 10 months ago
2008
Companies providing cloud-scale services have an increasing need to store and analyze massive data sets such as search logs and click streams. For cost and performance reasons, pr...
JMLR
2010
13 years 5 months ago
2010
Markov Random Fields (MRFs) are an important class of probabilistic models which are used for density estimation, classification, denoising, and for constructing Deep Belief Netwo...