2012
32Distributed GraphLab: A Framework for Machine Learning in the Cloud. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein. PVLDB (5): 716-727 (2012). Web SearchBibTeXDownload
2011
31GraphLab: A Distributed Framework for Machine Learning in the Cloud. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin. CoRR (abs/1107.0922) (2011). Web SearchBibTeXDownload
30Kernel Belief Propagation. Le Song, Arthur Gretton, Danny Bickson, Yucheng Low, Carlos Guestrin. CoRR (abs/1105.5592) (2011). Web SearchBibTeXDownload
29Parallel Coordinate Descent for L1-Regularized Loss Minimization. Joseph K. Bradley, Aapo Kyrola, Danny Bickson, Carlos Guestrin. CoRR (abs/1105.5379) (2011). Web SearchBibTeXDownload
28Efficient Multicore Collaborative Filtering. Yao Wu, Qiang Yan, Danny Bickson, Yucheng Low, Qing Yang. CoRR (abs/1108.2580) (2011). Web SearchBibTeXDownload
27Fault Identification Via Nonparametric Belief Propagation. Danny Bickson, Dror Baron, Alexander T. Ihler, Harel Avissar, Danny Dolev. IEEE Transactions on Signal Processing (59): 2602-2613 (2011). Web SearchBibTeXDownload
2010
26GraphLab: A New Framework for Parallel Machine Learning. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein. CoRR (abs/1006.4990) (2010). Web SearchBibTeXDownload
25Linear Characteristic Graphical Models: Representation, Inference and Applications. Danny Bickson, Carlos Guestrin. CoRR (abs/1008.5325) (2010). Web SearchBibTeXDownload
24Inference with Multivariate Heavy-Tails in Linear Models. Danny Bickson, Carlos Guestrin. NIPS 2010, 208-216. Web SearchBibTeXDownload
23Peer-to-peer secure multi-party numerical computation facing malicious adversaries. Danny Bickson, Tzachy Reinman, Danny Dolev, Benny Pinkas. Peer-to-Peer Networking and Applications (3): 129-144 (2010). Web SearchBibTeXDownload
22GraphLab: A New Framework For Parallel Machine Learning. Yucheng Low, Joseph Gonzalez, Aapo Kyrola, Danny Bickson, Carlos Guestrin, Joseph M. Hellerstein. UAI 2010, 340-349. Web SearchBibTeXDownload
2009
21Distributed Fault Identification via Non-parametric Belief Propagation. Danny Bickson, Harel Avissar, Danny Dolev, Stephen P. Boyd, Alexander T. Ihler, Dror Baron. CoRR (abs/0908.2005) (2009). Web SearchBibTeXDownload
20A Low Density Lattice Decoder via Non-Parametric Belief Propagation. Danny Bickson, Alexander T. Ihler, Danny Dolev. CoRR (abs/0901.3197) (2009). Web SearchBibTeXDownload
19Distributed Large Scale Network Utility Maximization. Danny Bickson, Yoav Tock, Argyris Zymnis, Stephen P. Boyd, Danny Dolev. CoRR (abs/0901.2684) (2009). Web SearchBibTeXDownload
18Fixing Convergence of Gaussian Belief Propagation. Jason K. Johnson, Danny Bickson, Danny Dolev. CoRR (abs/0901.4192) (2009). Web SearchBibTeXDownload
17Self-stabilizing Numerical Iterative Computation. Ezra N. Hoch, Ezra N. Hoch, Harel Avissar, Danny Dolev. CoRR (abs/0901.2682) (2009). Web SearchBibTeXDownload
16Peer-to-Peer Secure Multi-Party Numerical Computation Facing Malicious Adversaries. Danny Bickson, Tzachy Reinman, Danny Dolev, Benny Pinkas. CoRR (abs/0901.2689) (2009). Web SearchBibTeXDownload
15Distributed Sensor Selection via Gaussian Belief Propagation. Danny Bickson, Danny Dolev. CoRR (abs/0907.0931) (2009). Web SearchBibTeXDownload
14Distributed large scale network utility maximization. Danny Dolev, Argyris Zymnis, Stephen P. Boyd, Danny Bickson, Yoav Tock. ISIT 2009, 829-833. Web SearchBibTeXDownload
13Fixing convergence of Gaussian belief propagation. Danny Dolev, Danny Bickson, Jason K. Johnson. ISIT 2009, 1674-1678. Web SearchBibTeXDownload
2008
12Peer-to-Peer Secure Multi-Party Numerical Computation. Danny Bickson, Genia Bezman, Danny Dolev, Benny Pinkas. CoRR (abs/0810.1624) (2008). Web SearchBibTeXDownload
11Gaussian Belief Propagation Based Multiuser Detection. Danny Bickson, Danny Dolev, Ori Shental, Paul H. Siegel, Jack K. Wolf. CoRR (abs/0810.1729) (2008). Web SearchBibTeXDownload
10Polynomial Linear Programming with Gaussian Belief Propagation. Danny Bickson, Yoav Tock, Ori Shental, Danny Dolev. CoRR (abs/0810.1631) (2008). Web SearchBibTeXDownload
9Gaussian Belief Propagation Solver for Systems of Linear Equations. Ori Shental, Paul H. Siegel, Jack K. Wolf, Danny Bickson, Danny Dolev. CoRR (abs/0810.1736) (2008). Web SearchBibTeXDownload
8A Gaussian Belief Propagation Solver for Large Scale Support Vector Machines. Danny Bickson, Elad Yom-Tov, Danny Dolev. CoRR (abs/0810.1648) (2008). Web SearchBibTeXDownload
7Gaussian Belief Propagation for Solving Systems of Linear Equations: Theory and Application. Ori Shental, Danny Bickson, Paul H. Siegel, Jack K. Wolf, Danny Dolev. CoRR (abs/0810.1119) (2008). Web SearchBibTeXDownload
6Distributed Kalman Filter via Gaussian Belief Propagation. Danny Bickson, Ori Shental, Danny Dolev. CoRR (abs/0810.1628) (2008). Web SearchBibTeXDownload
5Efficient Clustering for Improving Network Performance in Wireless Sensor Networks. Tal Anker, Danny Bickson, Danny Dolev, Bracha Hod. EWSN 2008, 221-236. Web SearchBibTeXDownload
4Gaussian belief propagation based multiuser detection. Danny Bickson, Danny Dolev, Ori Shental, Paul H. Siegel, Jack K. Wolf. ISIT 2008, 1878-1882. Web SearchBibTeXDownload
3Gaussian belief propagation solver for systems of linear equations. Ori Shental, Paul H. Siegel, Jack K. Wolf, Danny Bickson, Danny Dolev. ISIT 2008, 1863-1867. Web SearchBibTeXDownload
2Peer-to-Peer Secure Multi-party Numerical Computation. Danny Bickson, Danny Dolev, Genia Bezman, Benny Pinkas. Peer-to-Peer Computing 2008, 257-266. Cited by 13Web SearchBibTeXDownload
1Self-stabilizing Numerical Iterative Computation. Ezra N. Hoch, Ezra N. Hoch, Harel Avissar, Danny Dolev. SSS 2008, 79-93. Web SearchBibTeXDownload
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