most citedA Gaussian Belief Propagation Solver for Large Scale Support Vector Machines

24 citations · 33 across the 6 of their papers we have counts for

collaborators

6 papers

cs.DC20081 cited

Self-stabilizing Numerical Iterative Computation

Ezra N. Hoch, Danny Bickson, Danny Dolev

Many challenging tasks in sensor networks, including sensor calibration, ranking of nodes, monitoring, event region detection, collaborative filtering, collaborative signal process…

cs.LG200824 cited

A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines

Danny Bickson, Elad Yom-Tov, Danny Dolev

Support vector machines (SVMs) are an extremely successful type of classification and regression algorithms. Building an SVM entails solving a constrained convex quadratic programm…

cs.IT20086 cited

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…

cs.DC2008

An Almost-Surely Terminating Polynomial Protocol for Asynchronous Byzantine Agreement with Optimal Resilience

Ittai Abraham, Danny Dolev, Joseph Y. Halpern

Consider an asynchronous system with private channels and processes, up to of which may be faulty. We settle a longstanding open question by providing a Byzantine agreement…

cs.DC2008

Self-Stabilizing Pulse Synchronization Inspired by Biological Pacemaker Networks

Ariel Daliot, Danny Dolev, Hanna Parnas

We define the ``Pulse Synchronization'' problem that requires nodes to achieve tight synchronization of regular pulse events, in the settings of distributed computing systems. Puls…

cs.GT20072 cited

Lower Bounds on Implementing Robust and Resilient Mediators

Ittai Abraham, Danny Dolev, Joseph Y. Halpern

We consider games that have (k,t)-robust equilibria when played with a mediator, where an equilibrium is (k,t)-robust if it tolerates deviations by coalitions of size up to k and d…