Publications (26)
Distributed Sensor Selection using a Truncated Newton Method
Danny Bickson, Danny Dolev
Gaussian Belief Propagation Based Multiuser Detection
Danny Bickson, Danny Dolev, Ori Shental +2
A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines
Danny Bickson, Elad Yom-Tov, Danny Dolev
Parallel Coordinate Descent for L1-Regularized Loss Minimization
Joseph K. Bradley, Aapo Kyrola, Danny Bickson +1
A Hybrid Multicast-Unicast Infrastructure for Efficient Publish-Subscribe in Enterprise Networks
Danny Bickson, Ezra N. Hoch, Nir Naaman +1
A Low Density Lattice Decoder via Non-Parametric Belief Propagation
Danny Bickson, Alexander T. Ihler, Danny Dolev
Distributed Large Scale Network Utility Maximization
Danny Bickson, Yoav Tock, Argyris Zymnis +2
Fixing Convergence of Gaussian Belief Propagation
Jason K. Johnson, Danny Bickson, Danny Dolev
Peer-to-Peer Secure Multi-Party Numerical Computation
Danny Bickson, Genia Bezman, Danny Dolev +1
Distributed GraphLab: A Framework for Machine Learning in the Cloud
Yucheng Low, Joseph Gonzalez, Aapo Kyrola +3
GraphLab: A Distributed Framework for Machine Learning in the Cloud
Yucheng Low, Joseph Gonzalez, Aapo Kyrola +2
Kernel Belief Propagation
Le Song, Arthur Gretton, Danny Bickson +2
Gaussian Belief Propagation: Theory and Aplication
Danny Bickson
A Statistical Approach to Performance Monitoring in Soft Real-Time Distributed Systems
Danny Bickson, Gidon Gershinsky, Ezra N. Hoch +1
Self-stabilizing Numerical Iterative Computation
Ezra N. Hoch, Danny Bickson, Danny Dolev
What is LTE actually used for? An answer through multi-operator, crowd-sourced measurement
Francesco Malandrino, Scott Kirkpatrick, Danny Bickson
Gaussian Belief Propagation Solver for Systems of Linear Equations
Ori Shental, Paul H. Siegel, Jack K. Wolf +2
Efficient Multicore Collaborative Filtering
Yao Wu, Qiang Yan, Danny Bickson +2
Gaussian Belief Propagation for Solving Systems of Linear Equations: Theory and Application
Ori Shental, Danny Bickson, Paul H. Siegel +2
Peer-to-Peer Secure Multi-Party Numerical Computation Facing Malicious Adversaries
Danny Bickson, Tzachy Reinman, Danny Dolev +1
Polynomial Linear Programming with Gaussian Belief Propagation
Danny Bickson, Yoav Tock, Ori Shental +1
Distributed Kalman Filter via Gaussian Belief Propagation
Danny Bickson, Ori Shental, Danny Dolev
Fault Identification via Non-parametric Belief Propagation
Danny Bickson, Dror Baron, Alex T. Ihler +2
GraphLab: A New Framework For Parallel Machine Learning
Yucheng Low, Joseph E. Gonzalez, Aapo Kyrola +3
GraphLab: A New Framework for Parallel Machine Learning
Yucheng Low, Joseph Gonzalez, Aapo Kyrola +3
Inference with Multivariate Heavy-Tails in Linear Models
Danny Bickson, Carlos Guestrin