Distribution's template estimate with Wasserstein metrics

Details Distribution's template estimate with Wasserstein metrics Distribution's template estimate with Wasserstein metrics

2011-11-25

arxiv.org/abs/1111.5927v1

Mathematics

Statistics Theory

Scientific paper

In this paper we tackle the problem of comparing distributions of random variables and defining a mean pattern between a sample of random events. Using barycenters of measures in the Wasserstein space, we propose an iterative version as an estimation of the mean distribution. Moreover, when the distributions are a common measure warped by a centered random operator, then the barycenter enables to recover this distribution template.

Affiliated with

Also associated with

No associations

Rating

Distribution's template estimate with Wasserstein metrics 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 Distribution's template estimate with Wasserstein metrics, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Distribution's template estimate with Wasserstein metrics will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-173813