@article {CandesRomberTao:2006,
author = {Candès, Emmanuel J. and Romberg, Justin K. and Tao, Terence},
title = {Stable signal recovery from incomplete and inaccurate measurements},
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publisher = {Wiley Subscription Services, Inc., A Wiley Company},
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pages = {1207--1223},
year = {2006},
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@inproceedings{GomezRodriguez:2010,
 author = {Gomez Rodriguez, Manuel and Leskovec, Jure and Krause, Andreas},
 title = {Inferring Networks of Diffusion and Influence},
 booktitle = {Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
 series = {KDD '10},
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 isbn = {978-1-4503-0055-1},
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 numpages = {10},
 publisher = {ACM},
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} 


@article{Netrapalli:2012,
 author = {Netrapalli, Praneeth and Sanghavi, Sujay},
 title = {Learning the Graph of Epidemic Cascades},
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 keywords = {cascades, epidemics, graph structure learning},
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@article{Negahban:2009,
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@article{Zhao:2006,
 author = {Zhao, Peng and Yu, Bin},
 title = {On Model Selection Consistency of Lasso},
 journal = {J. Mach. Learn. Res.},
 issue_date = {12/1/2006},
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@inproceedings{Daneshmand:2014,
  author    = {Hadi Daneshmand and
               Manuel Gomez{-}Rodriguez and
               Le Song and
               Bernhard Sch{\"{o}}lkopf},
  title     = {Estimating Diffusion Network Structures: Recovery Conditions, Sample
               Complexity {\&} Soft-thresholding Algorithm},
  booktitle = {Proceedings of the 31th International Conference on Machine Learning,
               {ICML} 2014, Beijing, China, 21-26 June 2014},
  pages     = {793--801},
  year      = {2014},
  url       = {http://jmlr.org/proceedings/papers/v32/daneshmand14.html},
  timestamp = {Fri, 07 Nov 2014 20:42:30 +0100},
  biburl    = {http://dblp.uni-trier.de/rec/bib/conf/icml/DaneshmandGSS14},
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@inproceedings{Kempe:03,
  author    = {David Kempe and
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               {\'{E}}va Tardos},
  title     = {Maximizing the spread of influence through a social network},
  booktitle = {Proceedings of the Ninth {ACM} {SIGKDD} International Conference on
               Knowledge Discovery and Data Mining, Washington, DC, USA, August 24
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  pages     = {137--146},
  year      = {2003},
  url       = {http://doi.acm.org/10.1145/956750.956769},
  doi       = {10.1145/956750.956769},
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@inproceedings{Abrahao:13,
  author    = {Bruno D. Abrahao and
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  booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
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  pages     = {491--499},
  year      = {2013},
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@article{vandegeer:2009,
author = "van de Geer, Sara A. and Bühlmann, Peter",
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fjournal = "Electronic Journal of Statistics",
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pages = "1360--1392",
publisher = "The Institute of Mathematical Statistics and the Bernoulli Society",
title = "On the conditions used to prove oracle results for the Lasso",
url = "http://dx.doi.org/10.1214/09-EJS506",
volume = "3",
year = "2009"
}

@article{vandegeer:2011,
author = "van de Geer, Sara and Bühlmann, Peter and Zhou, Shuheng",
doi = "10.1214/11-EJS624",
fjournal = "Electronic Journal of Statistics",
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pages = "688--749",
publisher = "The Institute of Mathematical Statistics and the Bernoulli Society",
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url = "http://dx.doi.org/10.1214/11-EJS624",
volume = "5",
year = "2011"
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@article{Zou:2006,
author = {Zou, Hui},
title = {The Adaptive Lasso and Its Oracle Properties},
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year = {2006},
doi = {10.1198/016214506000000735},
URL = {http://dx.doi.org/10.1198/016214506000000735},
}