@COMMENT{arlot_meta, INDEX = {META}, TYPE = {Personal bibliography}, AUTHOR = {Sylvain Arlot}, AUTHOR_URL = {http://www.di.ens.fr/~arlot/}, AUTHOR_ID_MR= {844642}, TITLE = {Publications of Sylvain Arlot}, HEADING = {Publications of Sylvain Arlot}, DESCRIPTION = { }, SHOW_SUBJECTS = {YES}, ARXIV = {Arlot}, AUTHOR_LIST = {http://www.di.ens.fr/~arlot/}, } @COMMENT{arlot_authors, AUTHOR_DATA = { Arlot, Jean-Eudes http://www.imcce.fr/~arlot/ Arlot, Sylvain http://www.di.ens.fr/~arlot/ Bach, Francis http://www.di.ens.fr/~fbach/ Bartlett, Peter L. http://www.cs.berkeley.edu/~bartlett/ Blanchard, Gilles http://www.wias-berlin.de/people/blanchar/ Celisse, Alain http://www.agroparistech.fr/-Alain-Celisse-.html Des{m}ars, Josselin http://www.imcce.fr/~desmars/ Lainey, Valery http://www.imcce.fr/~lainey/ Massart, Pascal http://web.me.com/pascal.massart/Site/Home.html Roquain, \'Etienne http://www.proba.jussieu.fr/pageperso/roquain/ Solnon, Matthieu http://www.di.ens.fr/~solnon/ Vienne, Alain http://www.imcce.fr/~vienne/ }} @COMMENT{arlot_subjects, INDEX = {SUBJECTS}, misc_HEAD = {Misc}, reech_HEAD = {Resampling}, modsel_HEAD = {Model selection}, chpt_HEAD = {Change-point detection}, rc_HEAD = {Confidence regions}, test_HEAD = {Multiple tests}, dynsys_HEAD = {Dynamical systems}, classif_HEAD = {Classification}, astro_HEAD = {Astronomy} } %%%%%%%%%% %%%%%%%%%% Etude d'un modele de dynamique des populations @techreport{Arl:2004, AUTHOR = {Arlot, Sylvain}, TITLE = {{\'E}tude d'un mod{\`e}le de dynamique des populations}, NOTE = {arXiv:1204.0799 Master thesis. Advisor: Jean-Christophe Yoccoz.}, number = {2004-38}, institution={University Paris-Sud 11 Orsay}, MONTH = sep, YEAR = {2004}, SUBJECTS = {dynsys}, EPRINT = {arXiv:1204.0799}, URLS = {http://hal.archives-ouvertes.fr/hal-00679905/en/ [tech report] http://www.di.ens.fr/~arlot/dea.htm [more info]}, PDF = {http://hal.archives-ouvertes.fr/docs/00/67/99/05/PDF/dea.pdf}, } %%%%%%%%%% %%%%%%%%%% Resampling-based confidence re{g}{i}ons and multiple tests for a correlated random vector %%%%%%%%%% Followed by 2 papers in Annals of Statistics (Arl_Bla_Roq:2008:RC,Arl_Bla_Roq:2008:T) @incollection{Arl_Bla_Roq:2007b, AUTHOR = {Arlot, Sylvain and Blanchard, Gilles and Roquain, {\'E}tienne}, TITLE = {Resampling-based confidence re{g}{i}ons and mult{i}ple tests for a correlated random vector}, BOOKTITLE = {Learning theory}, SERIES = {Lecture Notes in Comput. Sci.}, VOLUME = {4539}, PAGES = {127--141}, PUBLISHER = {Springer}, ADDRESS = {Berlin}, YEAR = {2007}, MRCLASS = {62F25 (62F40 68T05)}, MRNUMBER = {MR2397583}, NOTE = {COLT 2007}, SUBJECTS = {reech rc test}, } %%%%%%%%%% %%%%%%%%%% Resampling and Model Selection %%%%%%%%%% PhD Thesis @phdthesis{Arl:2007:phd, AUTHOR = {Arlot, Sylvain}, TITLE = {Resampling and Model Selection}, YEAR = {2007}, MONTH = dec, SCHOOL = {University Paris-Sud 11}, NOTE = {\url{http://tel.archives-ouvertes.fr/tel-00198803/}}, OAI = {oai:tel.archives-ouvertes.fr:tel-00198803\_v1}, URL = {http://tel.archives-ouvertes.fr/tel-00198803/en/}, SUBJECTS = {reech modsel rc test classif}, } %%%%%%%%%% %%%%%%%%%% V-fold cross-validation improved: V-fold penalization @incollection{Arl:2007:MFO, AUTHOR = {Arlot, Sylvain}, TITLE = {V-fold penalization: an alternative to V-fold cross-validation}, BOOKTITLE = {Oberwolfach {R}eports. {V}ol. 4, no. 4}, SERIES = {Mathematisches Forschungsinstitut Oberwolfach Report}, VOLUME = {4}, PAGES = {2951--2952}, PUBLISHER = {European Mathematical Society (EMS)}, ADDRESS = {Z\"urich}, YEAR = {2007}, NOTE = {Report No.50/2007. Workshop: Reassessing the Paradigms of Statistical Model Building}, SUBJECTS = {reech modsel}, } %% NUMBER = {4}, @misc{Arl:2008a, AUTHOR = {Arlot, Sylvain}, TITLE = {{$V$}-fold cross-validation improved: {$V$}-fold penalization}, NOTE = {arXiv:0802.0566v2}, YEAR = {2008}, MONTH = feb, SUBJECTS = {reech modsel}, EPRINT = {arXiv:0802.0566}, URL = {http://hal.archives-ouvertes.fr/hal-00239182/en/}, PDF = {http://hal.archives-ouvertes.fr/docs/00/24/31/57/PDF/penVF.pdf}, } @misc{Arl:2008a:app, AUTHOR = {Arlot, Sylvain}, TITLE = {Technical appendix to ``{$V$}-fold cross-validation improved: {$V$}-fold penalization''}, NOTE = {hal-00239182}, YEAR = {2008}, MONTH = feb, SUBJECTS = {reech modsel}, URL = {http://hal.archives-ouvertes.fr/hal-00239182/en/}, PDF = {http://hal.archives-ouvertes.fr/docs/00/24/31/57/PDF/penVF_appendix.pdf}, } %%%%%%%%%% %%%%%%%%%% Data-driven calibration of penalties for least-squares regression @article{Arl_Mas:2009:pente, AUTHOR = {Arlot, Sylvain and Massart, Pascal}, TITLE = {Data-driven calibration of penalties for least-squares regression}, JOURNAL = {J. Mach. Learn. Res.}, FJOURNAL = {Journal of Machine Learning Research (JMLR)}, VOLUME = {10}, YEAR = {2009}, PAGES = {245--279 (electronic)}, SUBJECTS = {modsel}, URL = {http://www.jmlr.org/papers/volume10/arlot09a/arlot09a.pdf [pdf]}, PDF = {http://www.di.ens.fr/willow/pdfs/2009_Arlot_Massart_JMLR.pdf}, } %%%%%%%%%% %%%%%%%%%% Estimating the accuracy of satellite ephemerides using the bootstrap method @article{Des_Arl_etal:2009, AUTHOR = {Des{m}ars, Josselin and Arlot, Sylvain and Arlot, Jean-Eudes and Lainey, Valery and Vienne, Alain}, TITLE = {Estimating the accuracy of satellite ephemerides using the bootstrap method}, JOURNAL = {Astronomy and Astrophysics}, FJOURNAL = {Astronomy and Astrophysics}, YEAR = {2009}, SUBJECTS = {reech astro}, PDF = {http://www.di.ens.fr/willow/pdfs/2009_AandA_Desmars_Arlot_etal.pdf}, URL = {http://www.aanda.org/index.php?option=article&access=doi&doi=10.1051/0004-6361/200811509}, month = may, volume = 499, pages = {321--330}, doi = {10.1051/0004-6361/200811509}, adsurl = {http://adsabs.harvard.edu/abs/2009A%26A...499..321D}, keywords = {planets and satellites: individual: Mimas, planets and satellites: individual: Titan, ephemerides, methods: statistical}, } %%%%%%%%%% %%%%%%%%%% Model selection by resampling penalization @article{Arl:2009:RP, AUTHOR = {Arlot, Sylvain}, TITLE = {Model selection by resampling penalization}, JOURNAL = {Electron. J. Stat.}, FJOURNAL = {Electronic Journal of Statistics}, VOLUME = {3}, YEAR = {2009}, PAGES = {557--624 (electronic)}, ISSN = {1935-7524}, DOI = {10.1214/08-EJS196}, SICI = {1935-7524(2009)3:0<557:MSBRP>2.0.CO;2-3}, URL = {http://dx.doi.org/10.1214/08-EJS196}, PDF = {http://www.di.ens.fr/willow/pdfs/2009_Arlot_EJS-2008-196.pdf}, SUBJECTS = {reech modsel}, MRCLASS = {62Gxx}, MRNUMBER = {MR2519533}, } @misc{Arl:2008b:app, AUTHOR = {Arlot, Sylvain}, TITLE = {Technical appendix to ``{M}odel selection by resampling penalization''}, NOTE = {Appendix to Electronic Journal of Statistics, 3, (2009), 557-624 (electronic). hal-00262478}, YEAR = {2009}, SUBJECTS = {reech modsel}, URL = {http://hal.archives-ouvertes.fr/hal-00262478/en/}, PDF = {http://hal.archives-ouvertes.fr/docs/00/39/62/24/ANNEX/RP_appendix.pdf} } %%%%%%%%%% %%%%%%%%%% Non-asymptotic resampling-based confidence re{g}{i}ons and multiple tests in high dimension %%%%%%%%%% long version of the COLT 2007 paper: Arl_Bla_Roq:2007b @article{Arl_Bla_Roq:2008:RC, AUTHOR = {Arlot, Sylvain and Blanchard, Gilles and Roquain, {\'E}tienne}, TITLE = {Some no{n}asymptotic results on resampling in high dimension, {I}: Confidence re{g}{i}ons}, JOURNAL = {Ann. Statist.}, FJOURNAL = {The Annals of Statistics}, VOLUME = {38}, NUMBER = {1}, PAGES = {51--82}, YEAR = {2010}, SUBJECTS = {reech rc}, URL = {http://dx.doi.org/10.1214/08-AOS667}, PDF = {http://www.di.ens.fr/willow/pdfs/2010_Arlot_Blanchard_Roquain_AoS_a.pdf}, ISSN = {0090-5364}, DOI = {10.1214/08-AOS667}, ARXIV = {0712.0775}, SICI = {0090-5364(2010)38:1<51:SNRORI>2.0.CO;2-6}, } @article{Arl_Bla_Roq:2008:T, AUTHOR = {Arlot, Sylvain and Blanchard, Gilles and Roquain, {\'E}tienne}, TITLE = {Some no{n}asymptotic results on resampling in high dimension, {II}: Mult{i}ple tests}, JOURNAL = {Ann. Statist.}, FJOURNAL = {The Annals of Statistics}, VOLUME = {38}, NUMBER = {1}, PAGES = {83--99}, YEAR = {2010}, SUBJECTS = {reech rc}, URL = {http://dx.doi.org/10.1214/08-AOS668}, PDF = {http://www.di.ens.fr/willow/pdfs/2010_Arlot_Blanchard_Roquain_AoS_b.pdf}, ISSN = {0090-5364}, DOI = {10.1214/08-AOS668}, } %%%%%%%%%% %%%%%%%%%% Margin adaptive model selection in statistical learning @article{Arl_Bar:2010:margin, AUTHOR = {Arlot, Sylvain and Bartlett, Peter L.}, TITLE = {Mar{g}in adaptive model selection in statistical learning}, JOURNAL = {Bernoulli}, FJOURNAL = {Bernoulli. Official Journal of the Bernoulli Society for Mathematical Statistics and Probability}, VOLUME = {17}, YEAR = {2011}, NUMBER = {2}, PAGES = {687--713}, ISSN = {1350-7265}, SUBJECTS = {modsel reech classif}, EPRINT = {arXiv:0804.2937}, PDF = {http://fr.arxiv.org/pdf/0804.2937v2}, url = {http://dx.doi.org/10.3150/10-BEJ288}, DOI = {10.3150/10-BEJ288}, ARXIV = {0804.2937}, SICI = {1350-7265(2011)17:2<687:MMSISL>2.0.CO;2-M}, } %%%%%%%%%% %%%%%%%%%% Choosing a penalty for model selection in heteroscedastic regression @misc{Arl:2008:shape, AUTHOR = {Arlot, Sylvain}, TITLE = {Choosing a penalty for model selection in heteroscedastic regression}, NOTE = {arXiv:0812.3141}, MONTH = jun, YEAR = {2010}, SUBJECTS = {modsel}, EPRINT = {arXiv:0812.3141}, PDF = {http://arxiv.org/pdf/0812.3141v2}, } %%%%%%%%%% %%%%%%%%%% Segmentation in the mean of heteroscedastic data via cross-validation @article{Arl_Cel:2010:segm, AUTHOR = {Arlot, Sylvain and Celisse, Alain}, TITLE = {Segmentation of the mean of heteroscedastic data via cross-validation}, JOURNAL = {Statistics and Computing}, publisher = {Springer Netherlands}, issn = {0960-3174}, pages = {1--20}, url = {http://dx.doi.org/10.1007/s11222-010-9196-x}, note = {10.1007/s11222-010-9196-x}, YEAR = {2010}, SUBJECTS = {modsel reech chpt}, EPRINT = {arXiv:0902.3977}, PDF = {http://arxiv.org/pdf/0902.3977v2}, } %%%%%%%%%% %%%%%%%%%% A survey of cross-validation procedures for model selection @article{Arl_Cel:2010:surveyCV, AUTHOR = {Arlot, Sylvain and Celisse, Alain}, TITLE = {A survey of cross-validation procedures for model selection}, JOURNAL = {Statist. Surv.}, FJOURNAL = {Statistics Surveys}, YEAR = {2010}, VOLUME = {4}, PAGES = {40--79}, ISSN = {1935-7516}, DOI = {10.1214/09-SS054}, SICI = {1935-7516(2010)4:0<40:ASOCPF>2.0.CO;2-Q}, URL = {http://dx.doi.org/10.1214/09-SS054}, PDF = {http://www.di.ens.fr/willow/pdfs/2010_Arlot_Celisse_SS.pdf}, SUBJECTS = {modsel reech}, } %%%%%%%%%% %%%%%%%%%% Data-driven calibration of linear estimators with minimal penalties @inproceedings{Arl_Bac:2009:minikernel_nips, title = {Data-driven calibration of linear estimators with minimal penalties}, author = {Sylvain Arlot and Francis Bach}, booktitle = {Advances in Neural Information Processing Systems 22}, editor = {Y. Ben{g}io and D. Schuurmans and J. Lafferty and C. K. I. Willi{a}ms and A. Culotta}, pages = {46--54}, year = {2009}, SUBJECTS = {modsel}, PDF = {http://books.nips.cc/papers/files/nips22/NIPS2009_0291.pdf}, } @incollection{Arl_Bac:2010:OWR, AUTHOR = {Arlot, Sylvain and Bach, Francis}, BOOKTITLE = {Oberwolfach {R}eports. {V}ol. 7, no. 1}, TITLE = {Data-driven penalties for linear estimators selection}, SERIES = {Mathematisches Forschungsinstitut Oberwolfach Report}, VOLUME = {7}, PUBLISHER = {European Mathematical Society (EMS)}, ADDRESS = {Z\"urich}, YEAR = {2010}, NOTE = {Report No.16/2010. Workshop: Modern Nonparametric Statistics: Going Beyond Asymptotic Minimax}, DOI = {10.4171/OWR/2010/16}, URL = {http://www.mfo.de/cgi-bin/path?cgi-bin/tagung_espe?type=21&tnr=1013}, PDF = {http://www.mfo.de/programme/schedule/2010/13/OWR_2010_16.pdf}, SUBJECTS = {modsel}, } % NUMBER = {1}, % PAGES = {???--???}, @misc{Arl_Bac:2009:minikernel_long_v2, AUTHOR = {Arlot, Sylvain and Bach, Francis}, TITLE = {Data-driven calibration of linear estimators with minimal penalties}, NOTE = {arXiv:0909.1884v2}, MONTH = sep, YEAR = {2011}, SUBJECTS = {modsel}, EPRINT = {arXiv:0909.1884}, PDF = {http://arxiv.org/pdf/0909.1884v2}, } %%%%%%%%%% %%%%%%%%%% Data-driven calibration of linear estimators with minimal penalties @misc{Sol_Arl_Bac:2011:multitask, AUTHOR = {Solnon, Matthieu and Arlot, Sylvain and Bach, Francis}, TITLE = {Multi-task Regression using Minimal Penalties}, NOTE = {arXiv:1107.4512}, MONTH = jul, YEAR = {2011}, SUBJECTS = {modsel}, EPRINT = {arXiv:1107.4512}, PDF = {http://arxiv.org/pdf/1107.4512}, } %%%%%%%%%% %%%%%%%%%% Kernel change-point detection @misc{Arl_Cel_Har:2012:kernelchpt, AUTHOR = {Arlot, Sylvain and Celisse, Alain and Harchaoui, Za{\"i}d}, TITLE = {Kernel change-point detection}, NOTE = {arXiv:1202.3878}, MONTH = feb, YEAR = {2012}, SUBJECTS = {modsel chpt}, EPRINT = {arXiv:1202.3878}, PDF = {http://arxiv.org/pdf/1202.3878}, } %%%%%%%%%%