The Bethe permanent of a nonnegative matrix

PO Vontobel - IEEE Transactions on Information Theory, 2012 - ieeexplore.ieee.org
It has recently been observed that the permanent of a nonnegative square matrix, ie, of a
square matrix containing only nonnegative real entries, can very well be approximated by …

The Bethe approximation of the pattern maximum likelihood distribution

PO Vontobel - 2012 IEEE International Symposium on …, 2012 - ieeexplore.ieee.org
Among all memoryless source distributions, the pattern maximum likelihood (PML)
distribution is the distribution which maximizes the probability that a memoryless source …

Graphical model approximations of random finite set filters

JL Williams - arXiv preprint arXiv:1105.3298, 2011 - arxiv.org
Random finite sets (RFSs) has been a fruitful area of research in recent years, yielding new
approximate filters such as the probability hypothesis density (PHD), cardinalised PHD …

Pseudocodewords from Bethe permanents

R Smarandache - 2013 IEEE International Symposium on …, 2013 - ieeexplore.ieee.org
It was recently conjectured that a vector with components equal to the Bethe permanent of
certain submatrices of a parity-check matrix is a pseudocodeword. In this paper, we analyze …

[PDF][PDF] Multihypothesis data association in multitarget tracking

OA Severinsen, EF Brekke, LCN Tokle, EF Wilthil - 2022 - folk.ntnu.no
This report explores estimation of association hypothesis marginals in multitarget tracking
when in a multihypothesis setting. The work builds upon the recent results in multitarget …