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@article {CandesRomberTao:2006,
author = {Candès, Emmanuel J. and Romberg, Justin K. and Tao, Terence},
title = {Stable signal recovery from incomplete and inaccurate measurements},
journal = {Communications on Pure and Applied Mathematics},
volume = {59},
number = {8},
publisher = {Wiley Subscription Services, Inc., A Wiley Company},
issn = {1097-0312},
pages = {1207--1223},
year = {2006},
}
@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},
year = {2010},
isbn = {978-1-4503-0055-1},
location = {Washington, DC, USA},
pages = {1019--1028},
numpages = {10},
publisher = {ACM},
address = {New York, NY, USA},
}
@article{Netrapalli:2012,
author = {Netrapalli, Praneeth and Sanghavi, Sujay},
title = {Learning the Graph of Epidemic Cascades},
journal = {SIGMETRICS Perform. Eval. Rev.},
volume = {40},
number = {1},
month = {June},
year = {2012},
issn = {0163-5999},
pages = {211--222},
numpages = {12},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {cascades, epidemics, graph structure learning},
}
@article{Negahban:2009,
author = {Negahban, Sahand N. and Ravikumar, Pradeep and Wrainwright, Martin J. and Yu, Bin},
title = {A Unified Framework for High-Dimensional Analysis of M-Estimators with Decomposable Regularizers},
Journal = {Statistical Science},
year = {2012},
month = {December},
volume = {27},
number = {4},
pages = {538--557},
}
@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},
volume = {7},
month = dec,
year = {2006},
issn = {1532-4435},
pages = {2541--2563},
numpages = {23},
url = {http://dl.acm.org/citation.cfm?id=1248547.1248637},
acmid = {1248637},
publisher = {JMLR.org},
}
@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},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Kempe:03,
author = {David Kempe and
Jon M. Kleinberg and
{\'{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
- 27, 2003},
pages = {137--146},
year = {2003},
url = {http://doi.acm.org/10.1145/956750.956769},
doi = {10.1145/956750.956769},
timestamp = {Mon, 13 Feb 2006 15:34:20 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/kdd/KempeKT03},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{Abrahao:13,
author = {Bruno D. Abrahao and
Flavio Chierichetti and
Robert Kleinberg and
Alessandro Panconesi},
title = {Trace complexity of network inference},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {491--499},
year = {2013},
url = {http://doi.acm.org/10.1145/2487575.2487664},
doi = {10.1145/2487575.2487664},
timestamp = {Tue, 10 Sep 2013 10:11:57 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/kdd/AbrahaoCKP13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
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