@InProceedings{ISIT09-3,
	author = {D. Bickson and Y. Tock and A. Zymnis and S. Boyd and D. Dolev. },
	title = {Distributed large scale network utility maximization},
	booktitle = {In the International symposium on information theory (ISIT)},
	year = 2009,
	month = {July},
        pages = {829--833},
}
@InProceedings{Allerton08-2,
	author = {D. Bickson and O. Shental and D. Dolev },
	title = {Distributed {K}alman filter via {G}aussian belief propagation},
	booktitle = {the 46th Annual Allerton Conference on Communication, Control and Computing},
	year = 2008,
	month = {Sept.},
	address = {Allerton House, Illinois},
	pages = {628--635},
}
@InProceedings{Allerton08-1,
	author = {D. Bickson and Y. Tock and O. Shental and D. Dolev},
	title = {Polynomial linear programming with {G}aussian belief propagation},
	booktitle = {the 46th Annual Allerton Conference on Communication, Control and Computing},
	year = 2008,
	address = {Allerton House, Illinois},
	month = {Sept.}
        pages = {895--901},
}
@InProceedings{ISIT09-1,
	author = {J.~K. Johnson and Danny Bickson and Danny Dolev},
	title = {Fixing Converge of {G}aussian Belief Propagation},
	booktitle = {International Synposium on Information Theory (ISIT)},
	year = 2009,
	address = {Seoul, South Korea},
        pages = {1674--1678},
        month = {Sept.},
}
@InProceedings{ISIT2,
	title = {Gaussian belief propagation based multiuser detection},
	author = {D. Bickson and O. Shental and P. H. Siegel and J. K. Wolf and D. Dolev},
	booktitle = { IEEE Int. Symp. on Inform. Theory (ISIT)},
	address = {Toronto, Canada},
	month = {July},
	year = 2008,
        pages = {1878--1882},
}
@InProceedings{ISIT1,
	author = {O. Shental and D. Bickson and P.~H. Siegel and J.~K. Wolf and D. Dolev},
	title = {Gaussian belief propagation solver for systems of linear equations},
	booktitle = { IEEE Int. Symp. on Inform. Theory (ISIT)},
	address = {Toronto, Canada},
	month = {July},
	year = 2008
}
@InProceedings{ITA08,
	author = {O. Shental and D. Bickson and P.~H. Siegel and J.~K. Wolf and D. Dolev},
	title = {A message-passing solver for linear systems},
	booktitle = {Information Theory and Applications (ITA) Workshop},
	address = {San Diego, CA, USA},
	month = {January},
	year = 2008,
        pages = {360},
}
@InProceedings{p2p-rating,
	author = {Danny Bickson and Dahlia Malkhi and Lidong Zhou},
	title = {Peer to Peer Rating},
	booktitle = {the 7th IEEE Peer-to-Peer Computing},
	address = {Galway, Ireland},
	month = {Sept.},
	year = 2007,
        pages = {211--218},
}
@InProceedings{NIPS-workshop,
	author = {D.Bickson and D. Dolev and E. Yom-Tov},
	title = {Solving Large Scale Kernel Ridge Regression using A Gaussian Belief Propagation Solver},
	booktitle = {NIPS Workshop on  Efficient Machine Learning},
	address = {Canada},
	year = 2007
}
@InProceedings{EWSN08,
	title = {Efficient Clustering for Improving Network Performance in Wireless Sensor Networks},
	author = {Tal Anker and Danny Bickson and Danny Dolev and Bracha Hod},
	booktitle = {European Wireless Sensor Networks (EWSN 08’)},
	year = 2008
}
@InProceedings{WDAS06,
	title = {Indexing data-oriented overlay networks using belief propagation},
	author = {Karl Aberer and Danny Bickson and Danny Dolev and Manfred Hauswirth and Yair Weiss},
	booktitle = {7th Workshop of distributed algorithms and data structures (WDAS 06')},
	month = {Jan.},
	year = 2006,
	address = {SF, CA}
}
@InProceedings{ECCS05,
	author = {Karl Aberer and Danny Bickson and Danny Dolev and Manfred Hauswirth and Yair Weiss},
	title = {Extended Data Indexing in Overlay Networks using the Belief Propagation Algorithm. (Invited paper)},
	booktitle = {In the Peer-to-peer Data Management in the Complex Systems Perspective Workshop (ECCS 05')},
	month = {Nov.},
	year = 2005,
	address = {Paris}
}
@InProceedings{p2p-streaming,
	title = {Resilient Peer-to-Peer streaming},
	author = {Danny Bickson and Danny Dolev and Yair Weiss},
	booktitle = {submitted for publication},
	year = 2007
}
@InProceedings{BroadcastBP,
	author = {Danny Bickson and Danny Dolev and Yair Weiss},
	title = {Modified Belief Propagation for Energy Saving Wireless and Sensor Networks},
	booktitle = {Leibniz Center TR-2005-85, School of Computer Science and Engineering, The Hebrew University},
	year = 2005
}
@inproceedings{Bickson:2005:JCD:1251522.1251529,
 author = {Bickson, Danny and Malkhi, Dahlia},
 title = {The julia content distribution network},
 booktitle = {Proceedings of the 2nd conference on Real, Large Distributed Systems - Volume 2},
 series = {WORLDS'05},
 year = {2005},
 location = {San Francisco, CA},
 pages = {37--41},
 numpages = {5},
 url = {http://portal.acm.org/citation.cfm?id=1251522.1251529},
 acmid = {1251529},
 publisher = {USENIX Association},
 address = {Berkeley, CA, USA},
}

@inproceedings{Bickson:2008:PSM:1443220.1443469,
 author = {Bickson, Danny and Dolev, Danny and Bezman, Genia and Pinkas, Benny},
 title = {Peer-to-Peer Secure Multi-party Numerical Computation},
 booktitle = {Proceedings of the 2008 Eighth International Conference on Peer-to-Peer Computing},
 year = {2008},
 isbn = {978-0-7695-3318-6},
 pages = {257--266},
 numpages = {10},
 url = {http://portal.acm.org/citation.cfm?id=1443220.1443469},
 doi = {10.1109/P2P.2008.22},
 acmid = {1443469},
 publisher = {IEEE Computer Society},
 address = {Washington, DC, USA},
 keywords = {secure multi-party computation, shamir secret sharing, paiilier cryptosystem, collaborative filtering, jacobi algorithm, random pertubations},
}

InProceedings{WDAS04,
	title = {Efficient Large Scale Content Distribution},
	author = {D. Bickson and D. Malkhi and D. Rabinowitz},
	booktitle = {6th Workshop on Distributed Data and Structures (WDAS '04)},
	address = {Lausanne ,Switzerland},
	year = 2004
}
@InProceedings{PPNA08,
	title = {A unifying framework for rating users and data items in Peer-to-Peer and social networks},
	author = {Danny Bickson and Dahlia Malkhi},
	booktitle = {Peer-to-Peer Networking and Applications (PPNA) Journal, Springer-Verlag},
	month = {April},
	year = 2008
}
@inproceedings{Jaffe:2007:EPP:1349426.1349442,
 author = {Jaffe, Elliot and Bickson, Danny and Kirkpatrick, Scott},
 title = {Everlab: a production platform for research in network experimentation and computation},
 booktitle = {Proceedings of the 21st conference on Large Installation System Administration Conference},
 year = {2007},
 isbn = {978-1-59327-152-7},
 location = {Dallas},
 pages = {16:1--16:11},
 articleno = {16},
 numpages = {11},
 url = {http://portal.acm.org/citation.cfm?id=1349426.1349442},
 acmid = {1349442},
 publisher = {USENIX Association},
 address = {Berkeley, CA, USA},
}
@InProceedings{BitCode,
	title = {Bitcode: A {BitTorrent} Clone using Network Coding},
	author = {Danny Bickson and Roy Borer},
	booktitle = {7th IEEE Peer-to-Peer Computing},
	address = {Galway, Ireland},
	month = 9,
	year = 2007,
	pages = {231--232},
}
@InProceedings{Tulip,
	title = {Practical Locality-Awareness for Large Scale Information Sharing},
	author = {Ittai Abraham and Ankur Badola and Danny Bickson and Dahlia Malkhi and Sharad Maloo and Saar Ron},
	booktitle = {4th Annual International Workshop on Peer-To-Peer Systems (IPTPS '05)},
	year = 2005
}
@InProceedings{eMule,
	title = {The {eMule} Protocol Speficiation},
	author = {Yoram Kulbak and Danny Bickson},
	booktitle = {Leibniz Center TR-2005-03, School of Computer Science and Engineering, The Hebrew University},
	year = 2005
}
@InProceedings{MatlabGABP,
	year = {{Gaussian Belief Propagation} implementation in matlab [online] {\tt http://www.cs.huji.ac.il/labs/danss/p2p/gabp/}}
}
@InProceedings{ECCS08,
	author = {Danny Bickson and Danny Dolev and Elad Yom-Tov},
	title = {A {G}aussian Belief Propagation Solver for Large Scale {Support Vector Machines}},
	booktitle = {5th European Conference on Complex Systems},
	month = {Sept.},
	year = 2008,
}
@InProceedings{allerton09-2,
	author = {Danny Bickson and Alexander Ihler and Harel Avissar and     Danny Dolev},
	title = {A low density lattice decoder via non-parametric belief     propagation},
	booktitle = {the 47th {Allerton Conf. on Communications, Control and     Computing}},
	year = 2009,
	address = {Motecillo, IL},
	month = {September},
        pages = {439--446},
}
@inproceedings{Low+al:uai10graphlab,
title = {GraphLab: A New Parallel Framework for Machine Learning},
author = {Yucheng Low and Joseph Gonzalez and Aapo Kyrola and Danny Bickson and Carlos Guestrin and Joseph M. Hellerstein},
booktitle = {Conference on Uncertainty in Artificial Intelligence (UAI)},
month = {July},
year = {2010},
address = {Catalina Island, California},
wwwfilebase = {uai2010-low-gonzalez-kyrola-bickson-guestrin-hellerstein},
wwwtopic = {Parallel Learning},
}

@inproceedings{Hoch:2008:SNI:1484018.1484031,
 author = {Hoch, Ezra N. and Bickson, Danny and Dolev, Danny},
 title = {Self-stabilizing Numerical Iterative Computation},
 booktitle = {Proceedings of the 10th International Symposium on Stabilization, Safety, and Security of Distributed Systems},
 series = {SSS '08},
 year = {2008},
 isbn = {978-3-540-89334-9},
 location = {Detroit, MI},
 pages = {79--93},
 numpages = {15},
 url = {http://dx.doi.org/10.1007/978-3-540-89335-6_9},
 doi = {http://dx.doi.org/10.1007/978-3-540-89335-6_9},
 acmid = {1484031},
 publisher = {Springer-Verlag},
 address = {Berlin, Heidelberg},
}

@inproceedings{Anker:2008:ECI:1786014.1786034,
 author = {Anker, Tal and Bickson, Danny and Dolev, Danny and Hod, Bracha},
 title = {Efficient clustering for improving network performance in wireless sensor networks},
 booktitle = {Proceedings of the 5th European conference on Wireless sensor networks},
 series = {EWSN'08},
 year = {2008},
 isbn = {3-540-77689-3, 978-3-540-77689-5},
 location = {Bologna, Italy},
 pages = {221--236},
 numpages = {16},
 url = {http://portal.acm.org/citation.cfm?id=1786014.1786034},
 acmid = {1786034},
 publisher = {Springer-Verlag},
 address = {Berlin, Heidelberg},
 keywords = {belief propagation, clustering, wireless sensor networks},
}

@inproceedings{Bickson:2010:HMI:1815695.1815722,
 author = {Bickson, Danny and Hoch, Ezra N. and Naaman, Nir and Tock, Yoav},
 title = {A hybrid multicast-unicast infrastructure for efficient publish-subscribe in enterprise networks},
 booktitle = {Proceedings of the 3rd Annual Haifa Experimental Systems Conference},
 series = {SYSTOR '10},
 year = {2010},
 isbn = {978-1-60558-908-4},
 location = {Haifa, Israel},
 pages = {21:1--21:7},
 articleno = {21},
 numpages = {7},
 url = {http://doi.acm.org/10.1145/1815695.1815722},
 doi = {http://doi.acm.org/10.1145/1815695.1815722},
 acmid = {1815722},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {IP-multicast, publish-subscribe},
}

@article{bickson+guestrin:nips10,
author="Danny Bickson and Carlos Guestrin", 
title="Inference with Multivariate Heavy-Tails in Linear Models",
journal="Neural Information Processing Systems (NIPS)", 
year="2010",
address="Vancouver, Canada",
month="Dec.",
}

@article{FaultDet,
author={Bickson, D. and Baron, D. and Ihler, A. and Avissar, H. and Dolev, D.},
journal={Signal Processing, IEEE Transactions on}, title={Fault Identification Via Nonparametric Belief Propagation},
year={2011},
month={june },
volume={59},
number={6},
pages={2602 -2613},
keywords={compressed sensing;fault identification;fault pattern;interior point methods;maximum a posteriori probability estimation;noisy linear measurements;nonparametric belief propagation;semidefinite programming;belief networks;fault location;mathematical programming;probability;signal reconstruction;},
doi={10.1109/TSP.2011.2116014},
ISSN={1053-587X},}

@inproceedings{KBP,
  title = {Kernel Belief Propagation},
  author = {L. Song and A. Gretton and D. Bickson and Y. Low and C. Guestrin},
  booktitle = {AISTATS 14},
  year = 2011,
}