440 citations · 1.4k across the 24 of their papers we have counts for
7 papers · 1 filter
Fault Identification via Non-parametric Belief Propagation
Danny Bickson, Dror Baron, Alex T. Ihler +2
We consider the problem of identifying a pattern of faults from a set of noisy linear measurements. Unfortunately, maximum a posteriori probability estimation of the fault pattern…
Distributed Sensor Selection using a Truncated Newton Method
Danny Bickson, Danny Dolev
We propose a new distributed algorithm for computing a truncated Newton method, where the main diagonal of the Hessian is computed using belief propagation. As a case study for thi…
A Statistical Approach to Performance Monitoring in Soft Real-Time Distributed Systems
Danny Bickson, Gidon Gershinsky, Ezra N. Hoch +1
Soft real-time applications require timely delivery of messages conforming to the soft real-time constraints. Satisfying such requirements is a complex task both due to the volatil…
Fixing Convergence of Gaussian Belief Propagation
Jason K. Johnson, Danny Bickson, Danny Dolev
Gaussian belief propagation (GaBP) is an iterative message-passing algorithm for inference in Gaussian graphical models. It is known that when GaBP converges it converges to the co…
A Low Density Lattice Decoder via Non-Parametric Belief Propagation
Danny Bickson, Alexander T. Ihler, Danny Dolev
The recent work of Sommer, Feder and Shalvi presented a new family of codes called low density lattice codes (LDLC) that can be decoded efficiently and approach the capacity of the…
A Hybrid Multicast-Unicast Infrastructure for Efficient Publish-Subscribe in Enterprise Networks
Danny Bickson, Ezra N. Hoch, Nir Naaman +1
One of the main challenges in building a large scale publish-subscribe infrastructure in an enterprise network, is to provide the subscribers with the required information, while m…