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diff --git a/notes/presentation/sparse.bib b/notes/presentation/sparse.bib deleted file mode 100644 index 5df4b59..0000000 --- a/notes/presentation/sparse.bib +++ /dev/null @@ -1,503 +0,0 @@ -@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} -} - - -@article{vandegeer:2009, -author = "van de Geer, Sara A. and B{\"u}hlmann, Peter", -doi = "10.1214/09-EJS506", -fjournal = "Electronic Journal of Statistics", -journal = "Electron. J. Statist.", -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", -journal = "Electron. J. Statist.", -pages = "688--749", -publisher = "The Institute of Mathematical Statistics and the Bernoulli Society", -title = "The adaptive and the thresholded Lasso for potentially misspecified models (and a lower bound for the Lasso)", -url = "http://dx.doi.org/10.1214/11-EJS624", -volume = "5", -year = "2011" -} - -@article{Zou:2006, -author = {Zou, Hui}, -title = {The Adaptive Lasso and Its Oracle Properties}, -journal = {Journal of the American Statistical Association}, -volume = {101}, -number = {476}, -pages = {1418-1429}, -year = {2006}, -doi = {10.1198/016214506000000735}, -URL = {http://dx.doi.org/10.1198/016214506000000735}, -} - -@article{Jacques:2013, - author = {Laurent Jacques and - Jason N. Laska and - Petros T. Boufounos and - Richard G. Baraniuk}, - title = {Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse - Vectors}, - journal = {{IEEE} Transactions on Information Theory}, - volume = {59}, - number = {4}, - pages = {2082--2102}, - year = {2013}, - url = {http://dx.doi.org/10.1109/TIT.2012.2234823}, - doi = {10.1109/TIT.2012.2234823}, - timestamp = {Tue, 09 Apr 2013 19:57:48 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/tit/JacquesLBB13}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@inproceedings{Boufounos:2008, - author = {Petros Boufounos and - Richard G. Baraniuk}, - title = {1-Bit compressive sensing}, - booktitle = {42nd Annual Conference on Information Sciences and Systems, {CISS} - 2008, Princeton, NJ, USA, 19-21 March 2008}, - pages = {16--21}, - year = {2008}, - url = {http://dx.doi.org/10.1109/CISS.2008.4558487}, - doi = {10.1109/CISS.2008.4558487}, - timestamp = {Wed, 15 Oct 2014 17:04:27 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/ciss/BoufounosB08}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@inproceedings{Gupta:2010, - author = {Ankit Gupta and - Robert Nowak and - Benjamin Recht}, - title = {Sample complexity for 1-bit compressed sensing and sparse classification}, - booktitle = {{IEEE} International Symposium on Information Theory, {ISIT} 2010, - June 13-18, 2010, Austin, Texas, USA, Proceedings}, - pages = {1553--1557}, - year = {2010}, - url = {http://dx.doi.org/10.1109/ISIT.2010.5513510}, - doi = {10.1109/ISIT.2010.5513510}, - timestamp = {Thu, 15 Jan 2015 17:11:50 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/isit/GuptaNR10}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{Plan:2014, - author = {Yaniv Plan and - Roman Vershynin}, - title = {Dimension Reduction by Random Hyperplane Tessellations}, - journal = {Discrete {\&} Computational Geometry}, - volume = {51}, - number = {2}, - pages = {438--461}, - year = {2014}, - url = {http://dx.doi.org/10.1007/s00454-013-9561-6}, - doi = {10.1007/s00454-013-9561-6}, - timestamp = {Tue, 11 Feb 2014 13:48:56 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/dcg/PlanV14}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{bickel:2009, -author = "Bickel, Peter J. and Ritov, Ya’acov and Tsybakov, Alexandre B.", -doi = "10.1214/08-AOS620", -fjournal = "The Annals of Statistics", -journal = "Ann. Statist.", -month = "08", -number = "4", -pages = "1705--1732", -publisher = "The Institute of Mathematical Statistics", -title = "Simultaneous analysis of Lasso and Dantzig selector", -url = "http://dx.doi.org/10.1214/08-AOS620", -volume = "37", -year = "2009" -} - -@article{raskutti:10, - author = {Garvesh Raskutti and - Martin J. Wainwright and - Bin Yu}, - title = {Restricted Eigenvalue Properties for Correlated Gaussian Designs}, - journal = {Journal of Machine Learning Research}, - volume = {11}, - pages = {2241--2259}, - year = {2010}, - url = {http://portal.acm.org/citation.cfm?id=1859929}, - timestamp = {Wed, 15 Oct 2014 17:04:32 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/jmlr/RaskuttiWY10}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{rudelson:13, - author = {Mark Rudelson and - Shuheng Zhou}, - title = {Reconstruction From Anisotropic Random Measurements}, - journal = {{IEEE} Transactions on Information Theory}, - volume = {59}, - number = {6}, - pages = {3434--3447}, - year = {2013}, - url = {http://dx.doi.org/10.1109/TIT.2013.2243201}, - doi = {10.1109/TIT.2013.2243201}, - timestamp = {Tue, 21 May 2013 14:15:50 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/tit/RudelsonZ13}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{bipw11, - author = {Khanh Do Ba and - Piotr Indyk and - Eric Price and - David P. Woodruff}, - title = {Lower Bounds for Sparse Recovery}, - journal = {CoRR}, - volume = {abs/1106.0365}, - year = {2011}, - url = {http://arxiv.org/abs/1106.0365}, - timestamp = {Mon, 05 Dec 2011 18:04:39 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1106-0365}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@inproceedings{pw11, - author = {Eric Price and - David P. Woodruff}, - title = {{(1} + eps)-Approximate Sparse Recovery}, - booktitle = {{IEEE} 52nd Annual Symposium on Foundations of Computer Science, {FOCS} - 2011, Palm Springs, CA, USA, October 22-25, 2011}, - pages = {295--304}, - year = {2011}, - crossref = {DBLP:conf/focs/2011}, - url = {http://dx.doi.org/10.1109/FOCS.2011.92}, - doi = {10.1109/FOCS.2011.92}, - timestamp = {Tue, 16 Dec 2014 09:57:24 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/focs/PriceW11}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@proceedings{DBLP:conf/focs/2011, - editor = {Rafail Ostrovsky}, - title = {{IEEE} 52nd Annual Symposium on Foundations of Computer Science, {FOCS} - 2011, Palm Springs, CA, USA, October 22-25, 2011}, - publisher = {{IEEE} Computer Society}, - year = {2011}, - url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6108120}, - isbn = {978-1-4577-1843-4}, - timestamp = {Mon, 15 Dec 2014 18:48:45 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/focs/2011}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@inproceedings{pw12, - author = {Eric Price and - David P. Woodruff}, - title = {Applications of the Shannon-Hartley theorem to data streams and sparse - recovery}, - booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Information - Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012}, - pages = {2446--2450}, - year = {2012}, - crossref = {DBLP:conf/isit/2012}, - url = {http://dx.doi.org/10.1109/ISIT.2012.6283954}, - doi = {10.1109/ISIT.2012.6283954}, - timestamp = {Mon, 01 Oct 2012 17:34:07 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/isit/PriceW12}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@proceedings{DBLP:conf/isit/2012, - title = {Proceedings of the 2012 {IEEE} International Symposium on Information - Theory, {ISIT} 2012, Cambridge, MA, USA, July 1-6, 2012}, - publisher = {{IEEE}}, - year = {2012}, - url = {http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6268627}, - isbn = {978-1-4673-2580-6}, - timestamp = {Mon, 01 Oct 2012 17:33:45 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/isit/2012}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{Leskovec:2010, - author = {Jure Leskovec and - Deepayan Chakrabarti and - Jon M. Kleinberg and - Christos Faloutsos and - Zoubin Ghahramani}, - title = {Kronecker Graphs: An Approach to Modeling Networks}, - journal = {Journal of Machine Learning Research}, - volume = {11}, - pages = {985--1042}, - year = {2010}, - url = {http://doi.acm.org/10.1145/1756006.1756039}, - doi = {10.1145/1756006.1756039}, - timestamp = {Thu, 22 Apr 2010 13:26:26 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/jmlr/LeskovecCKFG10}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{Holme:2002, - author= {Petter Holme and Beom Jun Kim}, - title = {Growing scale-free networks with tunable clustering}, - journal = {Physical review E}, - volume = {65}, - issue = {2}, - pages = {026--107}, - year = {2002} -} - - -@article{watts:1998, - Annote = {10.1038/30918}, - Author = {Watts, Duncan J. and Strogatz, Steven H.}, - Date = {1998/06/04/print}, - Isbn = {0028-0836}, - Journal = {Nature}, - Number = {6684}, - Pages = {440--442}, - Read = {0}, - Title = {Collective dynamics of `small-world' networks}, - Url = {http://dx.doi.org/10.1038/30918}, - Volume = {393}, - Year = {1998}, -} - -@article{barabasi:2001, - author = {R{\'{e}}ka Albert and - Albert{-}L{\'{a}}szl{\'{o}} Barab{\'{a}}si}, - title = {Statistical mechanics of complex networks}, - journal = {CoRR}, - volume = {cond-mat/0106096}, - year = {2001}, - url = {http://arxiv.org/abs/cond-mat/0106096}, - timestamp = {Mon, 05 Dec 2011 18:05:15 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/cond-mat-0106096}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - - -@article{gomezbalduzzi:2011, - author = {Manuel Gomez{-}Rodriguez and - David Balduzzi and - Bernhard Sch{\"{o}}lkopf}, - title = {Uncovering the Temporal Dynamics of Diffusion Networks}, - journal = {CoRR}, - volume = {abs/1105.0697}, - year = {2011}, - url = {http://arxiv.org/abs/1105.0697}, - timestamp = {Mon, 05 Dec 2011 18:05:23 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1105-0697}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{Nowell08, - author = {Liben-Nowell, David and Kleinberg, Jon}, - biburl = {http://www.bibsonomy.org/bibtex/250b9b1ca1849fa9cb8bb92d6d9031436/mkroell}, - doi = {10.1073/pnas.0708471105}, - eprint = {http://www.pnas.org/content/105/12/4633.full.pdf+html}, - journal = {Proceedings of the National Academy of Sciences}, - keywords = {SNA graph networks}, - number = 12, - pages = {4633-4638}, - timestamp = {2008-10-09T10:32:56.000+0200}, - title = {{Tracing information flow on a global scale using Internet chain-letter data}}, - url = {http://www.pnas.org/content/105/12/4633.abstract}, - volume = 105, - year = 2008 -} - -@inproceedings{Leskovec07, - author = {Jure Leskovec and - Mary McGlohon and - Christos Faloutsos and - Natalie S. Glance and - Matthew Hurst}, - title = {Patterns of Cascading Behavior in Large Blog Graphs}, - booktitle = {Proceedings of the Seventh {SIAM} International Conference on Data - Mining, April 26-28, 2007, Minneapolis, Minnesota, {USA}}, - pages = {551--556}, - year = {2007}, - url = {http://dx.doi.org/10.1137/1.9781611972771.60}, - doi = {10.1137/1.9781611972771.60}, - timestamp = {Wed, 12 Feb 2014 17:08:15 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/sdm/LeskovecMFGH07}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - - -@inproceedings{AdarA05, - author = {Eytan Adar and - Lada A. Adamic}, - title = {Tracking Information Epidemics in Blogspace}, - booktitle = {2005 {IEEE} / {WIC} / {ACM} International Conference on Web Intelligence - {(WI} 2005), 19-22 September 2005, Compiegne, France}, - pages = {207--214}, - year = {2005}, - url = {http://dx.doi.org/10.1109/WI.2005.151}, - doi = {10.1109/WI.2005.151}, - timestamp = {Tue, 12 Aug 2014 16:59:16 +0200}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/webi/AdarA05}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@inproceedings{Kleinberg:00, - author = {Jon M. Kleinberg}, - title = {The small-world phenomenon: an algorithm perspective}, - booktitle = {Proceedings of the Thirty-Second Annual {ACM} Symposium on Theory - of Computing, May 21-23, 2000, Portland, OR, {USA}}, - pages = {163--170}, - year = {2000}, - url = {http://doi.acm.org/10.1145/335305.335325}, - doi = {10.1145/335305.335325}, - timestamp = {Thu, 16 Feb 2012 12:06:08 +0100}, - biburl = {http://dblp.uni-trier.de/rec/bib/conf/stoc/Kleinberg00}, - bibsource = {dblp computer science bibliography, http://dblp.org} -} - -@article{zhang2014, - title={Confidence intervals for low dimensional parameters in high dimensional linear models}, - author={Zhang, Cun-Hui and Zhang, Stephanie S}, - journal={Journal of the Royal Statistical Society: Series B (Statistical Methodology)}, - volume={76}, - number={1}, - pages={217--242}, - year={2014}, - publisher={Wiley Online Library} -} - -@article{javanmard2014, - title={Confidence intervals and hypothesis testing for high-dimensional regression}, - author={Javanmard, Adel and Montanari, Andrea}, - journal={The Journal of Machine Learning Research}, - volume={15}, - number={1}, - pages={2869--2909}, - year={2014}, - publisher={JMLR. org} -} |