35 search results - page 1 / 7 » Computational methods for complex stochastic systems: a revi... |
SAC
2008
ACM
13 years 3 months ago
2008
ACM
We consider analysis of complex stochastic models based upon partial information. MCMC and reversible jump MCMC are often the methods of choice for such problems, but in some situ...
ESSMAC
2003
Springer
13 years 9 months ago
2003
Springer
Abstract. While there is strong motivation for using Gaussian Processes (GPs) due to their excellent performance in regression and classification problems, their computational com...
SCAI
1993
13 years 5 months ago
1993
Among the most important challenges for contemporary AI research are the development of methods for improved robustness, adaptability, and overall interactiveness of systems. Inter...
IWINAC
2009
Springer
13 years 11 months ago
2009
Springer
Manifold initiatives try to utilize the operational principles of organisms and brains to develop alternative, biologically inspired computing paradigms. This paper reviews key fea...
AAMAS
2010
Springer
13 years 4 months ago
2010
Springer
Abstract The advent of large-scale distributed systems poses unique engineering challenges. In open systems such as the internet it is not possible to prescribe the behaviour of al...