Improved message passing for inference in densely connected systems

Details Improved message passing for inference in densely connected systems Improved message passing for inference in densely connected systems

2005-03-24

arxiv.org/abs/cs/0503070v1

Computer Science

Information Theory

Scientific paper

10.1209/epl/i2005-10148-5

An improved inference method for densely connected systems is presented. The approach is based on passing condensed messages between variables, representing macroscopic averages of microscopic messages. We extend previous work that showed promising results in cases where the solution space is contiguous to cases where fragmentation occurs. We apply the method to the signal detection problem of Code Division Multiple Access (CDMA) for demonstrating its potential. A highly efficient practical algorithm is also derived on the basis of insight gained from the analysis.

Affiliated with

Also associated with

No associations

Rating

Improved message passing for inference in densely connected systems does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Improved message passing for inference in densely connected systems, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Improved message passing for inference in densely connected systems will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-29189