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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},
- crossref = {DBLP:conf/icml/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}
-}
-
-\bibitem{abrahao}
-Abrahao, B., Chierichetti, F., Kleinberg, R., and Panconesi, A.
-\newblock{\it Trace Complexity of Network Inference}
-\newblock In Proc. 19th ACM SIGKDD international conference on Knowledge discovery and data mingin, KDD'13, pages 491--499,
-\newblock 2013
-
-\bibitem{candes}
-Candès, E., and Plan, Y.
-\newblock {\it A Probabilistic and RIPless Theory of Compressed Sensing}
-\newblock Information Theory, IEEE Transactions on, 57(11): 7235--7254,
-\newblock 2011.
-
-\bibitem{snap}
-Leskovec, J., and Krevl, A.,
-\newblock {\it SNAP Datasets: Stanford Large Network Dataset Collection},
-\newblock 2014. \ No newline at end of file