Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: A Scheme for Approximating Probabilistic Inference   This paper describes a class of probabilistic approximation algorithms based
on bucket elimination which offer adjustable levels of accuracy and efficiency.
We analyze the approximation for several tasks: finding the most probable
explanation, belief updating and finding the maximum a posteriori hypothesis.
We identify regions of completeness and provide preliminary empirical
evaluation on randomly generated networks.

14
The categories of this paper are: math-ph
7
The categories of this paper are: hep-th
31
The categories of this paper are: ao-sci
35
The categories of this paper are: mtrl-th
28
The categories of this paper are: alg-geom
24
The categories of this paper are: dg-ga
25
The categories of this paper are: patt-sol
8
The categories of this paper are: hep-ex
29
The categories of this paper are: funct-an
12
The categories of this paper are: nucl-th
2
The categories of this paper are: math
15
The categories of this paper are: nucl-ex
5
The categories of this paper are: gr-qc
11
The categories of this paper are: hep-lat
9
The categories of this paper are: nlin
4
The categories of this paper are: cond-mat