926 search results - page 145 / 186 » Outliers and Bayesian Inference |
AUSAI
2004
Springer
15 years 6 months ago
2004
Springer
We describe an Ant Colony Optimization (ACO) algorithm, ANT-MPE, for the most probable explanation problem in Bayesian network inference. After tuning its parameters settings, we c...
86
Voted
COOPIS
2003
IEEE
15 years 5 months ago
2003
IEEE
Emerging Web standards promise a network of heterogeneous yet interoperable Web Services. Web Services would greatly simplify the development of many kinds of information agents a...
108
Voted
ICML
2003
IEEE
15 years 5 months ago
2003
IEEE
The links between genetic algorithms and population-based Markov Chain Monte Carlo (MCMC) methods are explored. Genetic algorithms (GAs) are well-known for their capability to opt...
105
Voted
DAGM
2003
Springer
15 years 5 months ago
2003
Springer
We address the question of how to choose between different likelihood functions for motion estimation. To this end, we formulate motion estimation as a problem of Bayesian inferen...
111
Voted
ECSQARU
1999
Springer
15 years 4 months ago
1999
Springer
: In this paper we consider the problem of inducing causal relations from statistical data. Although it is well known that a correlation does not justify the claim of a causal rela...