@inproceedings{jmlr_DalalyanC13,
author = {Arnak S. Dalalyan and Olivier Collier},
title = {Permutation estimation and minimax rates of identifiability},
booktitle = {Journal of Machine Learning Research - Proceedings Track XX (AI-STATS 2013)},
year = {2013},
pages = {1-9},
url = {http://hal-enpc.archives-ouvertes.fr/docs/00/78/79/16/PDF/CollierDalalyan_aistats2013.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{DHMS13,
author = {Arnak S. Dalalyan and Mohamed Hebiri and Katia Meziani and Joseph Salmon},
title = {Learning Heteroscedastic Models by Convex Programming under Group Sparsity},
booktitle = {30th International Conference on Machine Learning: ICML },
year = {2013},
pages = {1-9},
url = {http://hal-enpc.archives-ouvertes.fr/docs/00/81/39/08/PDF/Var_adap_ICML2013.pdf},
}
@inproceedings{DalalyanC12,
author = {Arnak S. Dalalyan and Yin Chen},
title = {Fused sparsity and robust estimation for linear models with unknown variance},
booktitle = {Advances in Neural Information Processing Systems 25: NIPS},
year = {2012},
pages = {1268-1276},
url = {http://books.nips.cc/papers/files/nips25/NIPS2012_0616.pdf},
}
@techreport{CD11c,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Curve registration by nonparametric goodness-of-fit testing},
institution = {arXiv},
number = {1104.4210v2},
pages = {1-22},
year = {2011},
url = {http://hal.archives-ouvertes.fr/docs/00/59/36/67/PDF/Hal_final.pdf}
}
@article{DIT12,
author = {Arnak S. Dalalyan and Yurii Ingster and Alexandre B. Tsybakov},
title = {Statistical inference in compound functional models},
journal = {Probability Theory and Related Fields},
volume = {to appear},
number = {},
pages = {arXiv:1208.6402},
year = {2013},
doi = {10.1007/s00440-013-0487-y},
url = {http://de.arxiv.org/PS_cache/arxiv/pdf/1208/1208.6402v3.pdf}
}
@article{CD13,
author = {La{\"e}titia Comminges and Arnak S. Dalalyan},
title = {Minimax testing of a composite null hypothesis defined
via a quadratic functional in the model of regression},
journal = {Electronic Journal of Statistics},
volume = {7},
number = {},
pages = {146--190},
year = {2013},
doi = {10.1214/13-EJS766},
url = {http://projecteuclid.org/DPubS/Repository/1.0/Disseminate?view=body&id=pdfview_1&handle=euclid.ejs/1359041588},
url = {http://arxiv.org/pdf/1208.1823.pdf}
}
@article{CD11a,
author = {La{\"e}titia Comminges and Arnak S. Dalalyan},
title = {Tight conditions for consistency of variable selection
in the context of high dimensionality},
journal = {Ann. Statist},
volume = {40},
number = {5},
pages = {2667-2696},
year = {2012},
doi = {10.1214/12-AOS1046},
url = {http://arxiv.org/pdf/1106.4293v4.pdf}
}
@article{DS11,
author = {Arnak S. Dalalyan and Joseph Salmon},
title = {Sharp Oracle Inequalities for Aggregation of
Affine Estimators},
journal = {Ann. Statist.},
volume = {40},
number = {4},
pages = {2327–2355},
year = {2012},
url = {http://arxiv.org/pdf/1104.3969v4.pdf},
doi = {10.1214/12-AOS1038}
}
@article {Dal12,
author = {Arnak S. Dalalyan},
title = {SOCP based variance free Dantzig Selector with
application to robust estimation},
journal = {C. R. Math. Acad. Sci. Paris},
volume = {350},
year = {2012},
number = {15-16},
pages = {785–788},
doi = {10.1016/j.crma.2012.09.016},
url = {http://dx.doi.org/10.1016/j.crma.2012.09.016}
}
@article {DT12b,
author = {Arnak S. Dalalyan and Alexandre B. Tsybakov},
title = {Mirror averaging with sparsity priors},
journal = {Bernoulli},
volume = {18},
year = {2012},
number = {3},
pages = {914--944},
doi = {10.3150/11-BEJ361},
url = {http://arxiv.org/pdf/1003.1189v4.pdf},
}
@article {DK12,
author = {Arnak S. Dalalyan and Renaud Keriven},
title = {Robust estimation for an inverse problem arising in multiview
geometry},
journal = {J. Math. Imaging Vision},
volume = {43},
year = {2012},
number = {1},
pages = {10--23},
doi = {10.1007/s10851-011-0281-3},
url = {http://dx.doi.org/10.1007/s10851-011-0281-3},
}
@article {DT12a,
author = {Arnak S. Dalalyan and Alexandre B. Tsybakov},
title = {Sparse regression learning by aggregation and {L}angevin
{M}onte-{C}arlo},
journal = {J. Comput. System Sci.},
volume = {78},
year = {2012},
number = {5},
pages = {1423--1443},
doi = {10.1016/j.jcss.2011.12.023},
ee = {http://dx.doi.org/10.1016/j.jcss.2011.12.023},
url = {http://hal.archives-ouvertes.fr/docs/00/45/68/06/PDF/HAL_EWA_LMC.pdf}
}
@article {Dal_IJCV,
author = {J{\'e}r{\^{o}}me Courchay and Arnak S. Dalalyan and Renaud Keriven and Peter Sturm},
title = {On {C}amera calibration with linear programming and loop
constraint linearization},
journal = {Int. J. Comput. Vis.},
volume = {97},
year = {2012},
number = {1},
pages = {71--90},
doi = {10.1007/s11263-011-0483-6},
ee = {http://dx.doi.org/10.1007/s11263-011-0483-6},
url = {http://imagine.enpc.fr/~dalalyan/Download/IJCV_calib.pdf},
}
@article {DY11,
author = {Arnak S. Dalalyan and Nakahiro Yoshida},
title = {Second-order asymptotic expansion for a non-synchronous
covariation estimator},
journal = {Ann. Inst. Henri Poincar\'e Probab. Stat.},
volume = {47},
year = {2011},
number = {3},
pages = {748--789},
doi = {10.1214/10-AIHP383},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Yos2011.pdf},
}
@article {DN11,
author = {Arnak S. Dalalyan and Boris S. Nahapetian},
title = {Description of random fields by means of one-point
finite-conditional distributions},
journal = {J. Contemp. Math. Anal.},
volume = {46},
year = {2011},
number = {2},
pages = {113--119},
doi = {10.3103/S1068362311020075},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Nah2011.pdf},
}
@article{DT08,
author = {Arnak S. Dalalyan and Alexandre B. Tsybakov},
title = {Aggregation by exponential weighting, sharp PAC-Bayesian bounds
and sparsity},
journal = {Machine Learning},
volume = {72},
number = {1-2},
pages = {39-61},
year = {2008},
doi = {10.1007/s10994-008-5051-0} ,
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Tsyb2008.pdf},
}
@article{DalalyanJS08,
author = {Arnak S. Dalalyan and
Anatoli Juditsky and
Vladimir Spokoiny},
title = {A New Algorithm for Estimating the Effective Dimension-Reduction
Subspace},
journal = {Journal of Machine Learning Research},
volume = {9},
year = {2008},
pages = {1647-1678},
url = {http://jmlr.csail.mit.edu/papers/volume9/dalalyan08a/dalalyan08a.pdf},
}
@inproceedings{DT07,
author = {Arnak S. Dalalyan and Alexandre B. Tsybakov},
title = {Aggregation by exponential weighting and sharp oracle
inequalities},
booktitle = {Learning theory (COLT2007), Lecture Notes in Comput. Sci., Vol. 4539},
pages = {97--111},
year = {2007},
doi = {10.1007/978-3-540-72927-3_9},
url = {http://dx.doi.org/10.1007/978-3-540-72927-3_9},
}
@article {Dal08,
author = {Arnak S. Dalalyan},
title = {Stein shrinkage and second-order efficiency for semiparametric
estimation of the shift},
journal = {Math. Methods Statist.},
fjournal = {Mathematical Methods of Statistics},
volume = {16},
year = {2007},
number = {1},
pages = {42--62},
doi = {10.3103/S1066530707010048},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_MMS2007.pdf},
}
@article {DR2,
author = {Arnak S. Dalalyan and Markus Rei{\ss}},
title = {Asymptotic statistical equivalence for ergodic diffusions: the
multidimensional case},
journal = {Probab. Theory Related Fields},
fjournal = {Probability Theory and Related Fields},
volume = {137},
year = {2007},
number = {1-2},
pages = {25--47},
doi = {10.1007/s00440-006-0502-7},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Reiss2007.pdf},
}
@article {DGT,
author = {Arnak S. Dalalyan and G. K. Golubev and Alexandre B. Tsybakov},
title = {Penalized maximum likelihood and semiparametric second-order
efficiency},
journal = {Ann. Statist.},
fjournal = {The Annals of Statistics},
volume = {34},
year = {2006},
number = {1},
pages = {169--201},
doi = {10.1214/009053605000000895},
url = {http://dx.doi.org/10.1214/009053605000000895},
}
@article {DR06,
author = {Arnak S. Dalalyan and Markus Rei{\ss}},
title = {Asymptotic statistical equivalence for scalar ergodic
diffusions},
journal = {Probab. Theory Related Fields},
fjournal = {Probability Theory and Related Fields},
volume = {134},
year = {2006},
number = {2},
pages = {248--282},
doi = {10.1007/s00440-004-0416-1},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Reiss2006.pdf},
}
@article {Dal05,
author = {Arnak S. Dalalyan},
title = {Sharp adaptive estimation of the drift function for ergodic
diffusions},
journal = {Ann. Statist.},
fjournal = {The Annals of Statistics},
volume = {33},
year = {2005},
number = {6},
pages = {2507--2528},
doi = {10.1214/009053605000000615},
url = {http://dx.doi.org/10.1214/009053605000000615},
}
@article {DK3,
author = {Arnak S. Dalalyan and Yury A. Kutoyants},
title = {On second order minimax estimation of invariant density for
ergodic diffusion},
journal = {Statist. Decisions},
fjournal = {Statistics \& Decisions. International Journal for Statistical
Theory and Related Fields},
volume = {22},
year = {2004},
number = {1},
pages = {17--41},
doi = {10.1524/stnd.22.1.17.32718},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Kut2004.pdf},
}
@article {DK2,
author = {Arnak S. Dalalyan and Yury A. Kutoyants},
title = {Asymptotically efficient estimation of the derivative of the
invariant density},
journal = {Stat. Inference Stoch. Process.},
fjournal = {Statistical Inference for Stochastic Processes. An
International Journal Devoted to Time Series Analysis and the
Statistics of Continuous Time Processes and Dynamical Systems},
volume = {6},
year = {2003},
number = {1},
pages = {89--107},
doi = {10.1023/A:1022604827156},
url = {http://certis.enpc.fr/~dalalyan/Download/Dal_Kut2003.pdf},
}
@article {DK1,
author = {Arnak S. Dalalyan and Yury A. Kutoyants},
title = {Asymptotically efficient trend coefficient estimation for
ergodic diffusion},
journal = {Math. Methods Statist.},
fjournal = {Mathematical Methods of Statistics},
volume = {11},
year = {2002},
number = {4},
pages = {402--427 (2003)},
url = {http://certis.enpc.fr/~dalalyan/Download/Trend.pdf}
}
@inproceedings{jmlr_DalalyanC12,
author = {Arnak S. Dalalyan and
Olivier Collier},
title = {Wilks' phenomenon and penalized likelihood-ratio test for
nonparametric curve registration},
booktitle = {Journal of Machine Learning Research - Proceedings Track 22},
year = {2012},
pages = {264-272},
url = {http://jmlr.csail.mit.edu/proceedings/papers/v22/dalalyan12/dalalyan12.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{jmlr_CommingesD11,
author = {La{\"e}titia Comminges and
Arnak S. Dalalyan},
title = {Tight conditions for consistent variable selection in high
dimensional nonparametric regression},
booktitle = {Journal of Machine Learning Research - Proceedings Track 19},
year = {2011},
pages = {187-206},
url = {http://www.jmlr.org/proceedings/papers/v19/comminges11a/comminges11a.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{Del_Sal_Dal_11,
author = {Charles-Alban Deledalle and Joseph Salmon and Arnak S. Dalalyan},
title = {Image denoising with patch based {PCA}: local versus global},
year = {2011},
pages = {25.1--25.10},
booktitle = {{Proceedings of the British Machine Vision Conference}},
doi = {{http://dx.doi.org/10.5244/C.25.25}},
url = {{http://dx.doi.org/10.5244/C.25.25}}
}
@inproceedings{jmlr_SalmonD11,
author = {Joseph Salmon and
Arnak S. Dalalyan},
title = {Optimal aggregation of affine estimators},
booktitle = {Journal of Machine Learning Research - Proceedings Track 19},
year = {2011},
pages = {635-660},
url = {http://www.jmlr.org/proceedings/papers/v19/salmon11a/salmon11a.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{alt_DalalyanS11,
author = {Arnak S. Dalalyan and
Joseph Salmon},
title = {Competing against the Best Nearest Neighbor Filter in Regression},
booktitle = {Algorithmic Learning Theory - 22nd International Conference,
ALT 2011, Espoo, Finland, October 5-7, 2011. Proceedings},
year = {2011},
pages = {129-143},
url = {http://dx.doi.org/10.1007/978-3-642-24412-4_13},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{eccv_CourchayDKS10,
author = {J{\'e}r{\^o}me Courchay and
Arnak S. Dalalyan and
Renaud Keriven and
Peter F. Sturm},
title = {Exploiting Loops in the Graph of Trifocal Tensors for Calibrating
a Network of Cameras},
booktitle = {Computer Vision - ECCV 2010, 11th European Conference on
Computer Vision, Heraklion, Crete, Greece, September 5-11,
2010, Proceedings, Part II},
year = {2010},
pages = {85-99},
url = {http://imagine.enpc.fr/~dalalyan/Download/Courchay_et_al.pdf},
url = {http://dx.doi.org/10.1007/978-3-642-15552-9_7},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{3DPVT_CourchayDKS10,
author = {J{\'e}r{\^{o}}me Courchay and
Arnak S. Dalalyan and
Renaud Keriven and
Peter F. Sturm},
title = {A global camera network calibration method with Linear Programming},
booktitle = {3DPVT2010},
year = {2010},
pages = {1-8},
url = {http://campwww.informatik.tu-muenchen.de/3DPVT2010/data/media/e-proceeding/papers/paper088.pdf},
}
@inproceedings{eccv_BehmoMDP10,
author = {R{\'e}gis Behmo and
Paul Marcombes and
Arnak S. Dalalyan and
V{\'e}ronique Prinet},
title = {Towards Optimal Naive Bayes Nearest Neighbor},
booktitle = {Computer Vision - ECCV 2010, 11th European Conference on
Computer Vision, Heraklion, Crete, Greece, September 5-11,
2010, Proceedings, Part IV},
year = {2010},
pages = {171-184},
url = {http://dx.doi.org/10.1007/978-3-642-15561-1_13},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
@inproceedings{colt_DalalyanT09,
author = {Arnak S. Dalalyan and
Alexandre B. Tsybakov},
title = {Sparse Regression Learning by Aggregation and Langevin Monte-Carlo},
booktitle = {COLT 2009 - The 22nd Conference on Learning Theory, Montreal,
Quebec, Canada, June 18-21, 2009},
year = {2009},
url = {http://www.cs.mcgill.ca/~colt2009/papers/009.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de},
pages = {1-10}
}
@inproceedings{DK_MLVMA,
author = {Arnak S. Dalalyan and Renaud Keriven},
booktitle = {Computer Vision Workshops (ICCV Workshops), 2009 IEEE 12th International Conference on}, title={Sparse learning approach to the problem of robust estimation of camera locations},
year = {2009},
month = {27 2009-oct. 4},
pages = {436 -443},
url = {http://certis.enpc.fr/~dalalyan/Download/MLVMA_09.pdf},
doi = {10.1109/ICCVW.2009.5457669},
}
@inproceedings{nips_DalalyanK09,
author = {Arnak S. Dalalyan and Renaud Keriven},
title = {L_1-Penalized Robust Estimation for a Class of Inverse
Problems Arising in Multiview Geometry},
booktitle = {Advances in Neural Information Processing Systems 22: 23rd
Annual Conference on Neural Information Processing Systems
2009. Proceedings of a meeting held 7-10 December 2009,
Vancouver, British Columbia, Canada},
year = {2009},
pages = {441-449},
url = {http://books.nips.cc/papers/files/nips22/NIPS2009_0132.pdf},
bibsource = {DBLP, http://dblp.uni-trier.de}
}
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