79 citations · 413 across the 37 of their papers we have counts for
5 papers · 2 filters
Gaussian Belief Propagation Solver for Systems of Linear Equations
Ori Shental, Paul H. Siegel, Jack K. Wolf +2
The canonical problem of solving a system of linear equations arises in numerous contexts in information theory, communication theory, and related fields. In this contribution, we…
Gaussian Belief Propagation Based Multiuser Detection
Danny Bickson, Danny Dolev, Ori Shental +2
In this work, we present a novel construction for solving the linear multiuser detection problem using the Gaussian Belief Propagation algorithm. Our algorithm yields an efficient,…
Polynomial Linear Programming with Gaussian Belief Propagation
Danny Bickson, Yoav Tock, Ori Shental +1
Interior-point methods are state-of-the-art algorithms for solving linear programming (LP) problems with polynomial complexity. Specifically, the Karmarkar algorithm typically solv…
Distributed Kalman Filter via Gaussian Belief Propagation
Danny Bickson, Ori Shental, Danny Dolev
Recent result shows how to compute distributively and efficiently the linear MMSE for the multiuser detection problem, using the Gaussian BP algorithm. In the current work, we exte…
Gaussian Belief Propagation for Solving Systems of Linear Equations: Theory and Application
Ori Shental, Danny Bickson, Paul H. Siegel +2
The canonical problem of solving a system of linear equations arises in numerous contexts in information theory, communication theory, and related fields. In this contribution, we…