23 search results - page 1 / 5 » Approximate Discrete Probability Distribution Representation... |
ICTAI
2003
IEEE
13 years 9 months ago
2003
IEEE
Computing and storing probabilities is a hard problem as soon as one has to deal with complex distributions over multiples random variables. The problem of efficient representati...
CAV
1999
Springer
13 years 8 months ago
1999
Springer
Abstract. In this paper we extend one of the main tools used in veri cation of discrete systems, namely Binary Decision Diagrams (BDD), to treat probabilistic transition systems. W...
SIBGRAPI
2008
IEEE
13 years 10 months ago
2008
IEEE
This work proposes a simple approximation scheme for discrete data that leads to an infinitely smooth result without global optimization. It combines the flexibility of Binary Sp...
PODS
2007
ACM
14 years 4 months ago
2007
ACM
We consider the problem of constructing decision trees for entity identification from a given relational table. The input is a table containing information about a set of entities...
ICCV
2003
IEEE
14 years 6 months ago
2003
IEEE
Within this paper a new framework for Bayesian tracking is presented, which approximates the posterior distribution at multiple resolutions. We propose a tree-based representation...