40 search results - page 4 / 8 » Parallelizing a Convergent Approximate Inference Method |
AAAI
2007
13 years 7 months ago
2007
In this paper, we consider a hybrid solution to the sensor network position inference problem, which combines a real-time filtering system with information from a more expensive,...
CEC
2008
IEEE
13 years 11 months ago
2008
IEEE
Abstract— This paper presents a new efficient multiobjective evolutionary algorithm for solving computationallyintensive optimization problems. To support a high degree of parall...
CDC
2009
IEEE
13 years 10 months ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
DAGSTUHL
2007
13 years 6 months ago
2007
We present a stationary iterative scheme for PageRank computation. The algorithm is based on a linear system formulation of the problem, uses inner/outer iterations, and amounts to...
CVPR
2011
IEEE
13 years 2 months ago
2011
IEEE
In this paper we propose a distributed message-passing algorithm for inference in large scale graphical models. Our method can handle large problems efficiently by distributing a...