@techreport{LuDal24,
author = {Lu Yu and Arnak S. Dalalyan},
title = {Parallelized Midpoint Randomization for Langevin Monte Carlo},
year = {2024},
number = {2402.14434},
institution = {arXiv},
type = {submitted},
month = {February},
url = {https://arxiv.org/abs/2402.14434},
pages = {1-25},
}
@inproceedings{MinasyanGHD23,
author = {Arshak Minasyan and
Tigran Galstyan and
Sona Hunanyan and
Arnak S. Dalalyan},
title = {Matching Map Recovery with an Unknown Number of Outliers},
booktitle = {AISTATS},
series = {Proceedings of Machine Learning Research},
volume = {206},
pages = {891--906},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v206/minasyan23a.html},
}
@article{Dalalyan2023Simple,
author = {Arnak S. Dalalyan},
title = {Simple Proof of the Risk Bound for Denoising by Exponential Weights for Asymmetric Noise Distributions},
journal = {Journal of Contemporary Mathematical Analysis (Armenian Academy of Sciences)},
volume = {58},
number = {6},
year = {2023},
url = {https://doi.org/10.3103/S106836232306002X},
month = {December},
pages = {391-399},
}
@techreport{doniermeroz2023graphon,
title ={Graphon Estimation in bipartite graphs with observable edge labels and unobservable node labels},
author ={Etienne Donier-Meroz and Arnak S. Dalalyan and Francis Kramarz and Philippe Choné and Xavier D'Haultfoeuille},
year ={2023},
number ={2304.03590},
institution ={arXiv},
type ={submitted},
month ={September},
url ={https://arxiv.org/abs/2304.03590},
pages ={1-47}
}
@inproceedings{VardanyanHGMD24,
author = {Elen Vardanyan and Sona Hunanyan and
Tigran Galstyan and Arshak Minasyan and
Arnak S. Dalalyan},
title = {Statistically Optimal Generative Modeling with Maximum Deviation from
the Empirical Distribution},
booktitle = {{ICML}},
url = {https://openreview.net/forum?id=3ash2ksk1r},
year = {2024},
pages ={1-8},
}
@article{BateniMD,
author = {Amir{-}Hossein Bateni and
Arshak Minasyan and
Arnak S. Dalalyan},
title = {Nearly minimax robust estimator of the mean vector by iterative spectral
dimension reduction},
volume = {arXiv},
number = {2204.02323},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2204.02323},
journal = {Bernoulli, to appear},
pages = {1-35},
}
@inproceedings{YuKD24,
author = {Lu Yu and
Avetik G. Karagulyan and
Arnak S. Dalalyan},
title = {Langevin Monte Carlo for strongly log-concave distributions: Randomized
midpoint revisited},
booktitle = {{ICLR}},
URL = {https://openreview.net/forum?id=hOxgrGM63n},
pages = {1-10},
year = {2024}
}
@inproceedings{TinsiD22,
author = {Laura Tinsi and
Arnak S. Dalalyan},
editor = {Po{-}Ling Loh and
Maxim Raginsky},
title = {Risk bounds for aggregated shallow neural networks using Gaussian
priors},
booktitle = {Conference on Learning Theory, July 2022},
series = {Proceedings of Machine Learning Research},
volume = {178},
pages = {227--253},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v178/tinsi22a.html},
}
@inproceedings{SchreuderBD21,
author = {Nicolas Schreuder and Victor{-}Emmanuel Brunel and Arnak S. Dalalyan},
title = {Statistical guarantees for generative models without domination},
booktitle = {Algorithmic Learning Theory, March 2021},
volume = {132},
pages = {1051--1071},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v132/schreuder21a.html},
}
@article{GalstyanMD,
author = {Tigran Galstyan and Arshak Minasyan and Arnak S. Dalalyan},
title = {{Optimal detection of the feature matching map in presence of noise and outliers}},
volume = {16},
journal = {Electronic Journal of Statistics},
number = {2},
publisher = {Institute of Mathematical Statistics and Bernoulli Society},
pages = {5720 -- 5750},
keywords = {Feature matching, Minimax optimality, robustness},
year = {2022},
url = {https://doi.org/10.1214/22-EJS2076}
}
@inproceedings{karagulyan2020penalized,
author = {Avetik G. Karagulyan and Arnak S. Dalalyan},
title = {Penalized Langevin dynamics with vanishing penalty for smooth and
log-concave targets},
booktitle = {NeurIPS 2020},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/cc75c256acc04ce25a291c4b7a9856c0-Abstract.html},
pages = {17594--17604},
}
@article{DalMin2022,
author = {Arnak S. Dalalyan and Arshak Minasyan},
title = {{All-in-one robust estimator of the Gaussian mean}},
volume = {50},
journal = {The Annals of Statistics},
number = {2},
publisher = {Institute of Mathematical Statistics},
pages = {1193 -- 1219},
year = {2022},
doi = {10.1214/21-AOS2145},
}
@inproceedings{DalThompson2019,
title = {Outlier-robust estimation of a sparse linear model using ell-1-penalized Huber's M-estimator},
author = {Arnak S. Dalalyan and Philip Thompson},
booktitle = {Advances in Neural Information Processing Systems 32},
pages = {13188--13198},
year = {2019},
url = {http://arxiv.org/pdf/1904.06288}
}
@article{dalalyan2022bounding,
author = {Arnak S. Dalalyan and Avetik Karagulyan and Lionel Riou-Durand},
title = {Bounding the Error of Discretized Langevin Algorithms for Non-Strongly Log-Concave Targets},
journal = {Journal of Machine Learning Research},
year = {2022},
volume = {23},
number = {235},
pages = {1--38},
url = {http://jmlr.org/papers/v23/20-655.html}
}
@inproceedings{BrunDalSchr2019,
author = {Victor-Emmanuel Brunel and Arnak S. Dalalyan and Nicolas Schreuder},
title = {A nonasymptotic law of iterated logarithm for general M-estimators},
pages = {1-8},
booktitle = {AISTATS 2020},
year = 2020,
url = {https://arxiv.org/pdf/1903.06576.pdf},
}
@article{bateni2019confidence,
title={Confidence regions and minimax rates in outlier-robust estimation on the probability simplex},
author={Amir-Hossein Bateni and Arnak S. Dalalyan},
doi = "10.1214/20-EJS1731",
fjournal = "Electronic Journal of Statistics",
journal = "Electron. J. Statist.",
number = "2",
pages = "2653--2677",
title = "Confidence regions and minimax rates in outlier-robust estimation on the probability simplex",
url = "https://doi.org/10.1214/20-EJS1731",
volume = "14",
year = "2020",
}
@techreport{DalThomp2018,
author = {Philip Thompson and Arnak S. Dalalyan},
title = {Restricted eigenvalue property for corrupted Gaussian designs},
institution = "arXiv",
number = {1805.08020},
month = "May",
type = {unpublished},
year = 2018,
url = {http://arxiv.org/pdf/1805.08020},
}
@article{DalRiou2020,
author = {Arnak S. Dalalyan and Lionel Riou-Durand},
title = {On sampling from a log-concave density using kinetic Langevin diffusions},
volume = {26},
number = {3},
pages = {1956-1988},
journal = {Bernoulli},
year = 2020,
url = {https://projecteuclid.org/euclid.bj/1587974530},
}
@article{DalEWA2018,
author = {Arnak S. Dalalyan},
title = {Exponential weights in multivariate regression and a low-rankness favoring prior},
volume = {56},
number = {2},
journal = {Ann. Inst. H. Poincaré Probab. Statist.},
year = {2020},
pages = {1465-1483},
url = {https://arxiv.org/pdf/1806.09405.pdf},
}
@article{ColDal17a,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Rate-optimal estimation of p-dimensional linear functionals in a sparse Gaussian model},
journal = {Electron. J. Statist.},
number = {2},
pages = {2830-2864},
volume = {13},
year = {2019},
url = {http://projecteuclid.org/download/pdfview_1/euclid.ejs/1567065621}
}
@article{ColDal18,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Estimating linear functionals of a sparse family of Poisson means},
journal = {Statistical Inference for Stochastic Processes},
number = {2},
pages = {331-344},
volume = {21},
month = {Jul},
year = {2018},
url = {https://arxiv.org/pdf/1712.01775}
}
@article{DalKar17,
author = {Arnak S. Dalalyan and Avetik Karagulyan},
title = {User-friendly guarantees for the Langevin Monte Carlo with inaccurate gradient},
journal = {Stoch. Proc. Appl.},
number = {12},
volume = {129},
pages = {5278-5311},
year = {2019},
url = {https://arxiv.org/pdf/1710.00095}
}
@InProceedings{pmlr-v65-dalalyan17a,
title = {Further and stronger analogy between sampling and optimization: Langevin Monte Carlo and gradient descent},
author = {Arnak Dalalyan},
booktitle = {Proceedings of the 2017 Conference on Learning Theory},
pages = {678--689},
year = {2017},
volume = {65},
series = {Proceedings of Machine Learning Research},
month = {07--10 Jul},
publisher = {PMLR},
pdf = {http://proceedings.mlr.press/v65/dalalyan17a/dalalyan17a.pdf},
url = {http://proceedings.mlr.press/v65/dalalyan17a.html},
}
@article{DSebbar18,
author = {Arnak S. Dalalyan and Mehdi Sebbar},
title = {Optimal Kullback-Leibler Aggregation in Mixture Density Estimation by Maximum Likelihood},
journal = {Math. Stat. Learn.},
volume = {1},
pages = {1-35},
year = {2018},
url = {https://www.ems-ph.org/journals/show_pdf.php?issn=2520-2316&vol=1&iss=1&rank=1}
}
@article{DGP18,
author = {Arnak S. Dalalyan and Edwin Grappin and Quentin Paris},
title = {On the Exponentially Weighted Aggregate with the Laplace Prior},
journal = {Ann. Statist.},
number = {5},
pages = {2452-2478},
volume = {46},
year = {2018},
url = {https://arxiv.org/pdf/1611.08483}
}
@article{BDGP16,
author = {Pierre C. Bellec and Arnak S. Dalalyan and Edwin Grappin and Quentin Paris},
title = {On the prediction loss of the lasso in the partially labeled setting},
journal = {Electron. J. Stat.},
number = {2},
pages = {3443-3472},
volume = {12},
year = {2018},
url = {http://arxiv.org/pdf/1606.06179}
}
@techreport{BalDal15b,
author = {Samuel Balmand and Arnak S. Dalalyan},
title = {Convex programming approach to robust estimation of a multivariate Gaussian model},
institution = {arXiv},
number = {1512.04734},
pages = {1-31},
month = {December},
type = {unpublished},
year = {2015},
url = {http://arxiv.org/pdf/1512.04734v3.pdf}
}
@article {BalDal16,
AUTHOR = {Samuel Balmand and Arnak S. Dalalyan},
TITLE = {On estimation of the diagonal elements of a sparse precision
matrix},
JOURNAL = {Electron. J. Stat.},
FJOURNAL = {Electronic Journal of Statistics},
VOLUME = {10},
YEAR = {2016},
NUMBER = {1},
PAGES = {1551--1579},
ISSN = {1935-7524},
MRCLASS = {62H12},
MRNUMBER = {3507373},
DOI = {10.1214/16-EJS1148},
URL = {http://dx.doi.org/10.1214/16-EJS1148},
}
@article{Dal15,
author = {Arnak S. Dalalyan},
title = {Discussion on the paper: Hypotheses testing by convex optimization},
JOURNAL = {Electron. J. Stat.},
FJOURNAL = {Electronic Journal of Statistics},
volume = {9},
number = {2},
pages = {1733--1737},
year = {2015},
url = {http://arxiv.org/pdf/1502.00600v1.pdf}
}
@article{Dal14,
author = {Arnak S. Dalalyan},
title = {Theoretical guarantees for approximate sampling from a smooth and log-concave density},
JOURNAL = {J. R. Stat. Soc. B},
FJOURNAL = {J. R. Stat. Soc. B},
volume = {79},
number = {},
pages = {651–676},
year = {2017},
url = {http://arxiv.org/pdf/1412.7392v3.pdf},
doi = {10.1111/rssb.12183},
}
@article{DHL,
author = {Arnak S. Dalalyan and Mohamed Hebiri and Johannes Lederer},
title = {On the Prediction Performance of the Lasso},
JOURNAL = {Bernoulli},
volume = {23},
number = {1},
pages = {552-581},
year = {2017},
url = {http://projecteuclid.org/download/pdfview_1/euclid.bj/1475001366}
}
@inproceedings{jmlr_DalalyanC13,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Permutation estimation and minimax rates of identifiability},
booktitle = {Journal of Machine Learning Research - W {&} CP 31 (AI-STATS 2013)},
year = {2013},
pages = {10-19},
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 = {Journal of Machine Learning Research - W {&} CP 28(3) (ICML 2013)},
year = {2013},
pages = {379387},
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},
}
@article{CD16a,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Minimax rates in permutation estimation for feature matching},
journal = {Journal of Machine Learning Research},
volume = {17},
number = {6},
pages = {1-32},
year = {2016},
url = {http://jmlr.org/papers/volume17/collier16a/collier16a.pdf}
}
@article{CD11c,
author = {Olivier Collier and Arnak S. Dalalyan},
title = {Curve registration by nonparametric goodness-of-fit testing},
JOURNAL = {J. Statist. Plann. Inference},
FJOURNAL = {Journal of Statistical Planning and Inference},
volume = {162},
number = {},
pages = {20-42},
year = {2015},
month = {July},
doi = {10.1016/j.jspi.2015.02.004},
url = {http://arxiv.org/pdf/1104.4210v5.pdf}
}
@article{DIT12,
author = {Arnak S. Dalalyan and Yurii Ingster and Alexandre B. Tsybakov},
title = {Statistical inference in compound functional models},
JOURNAL = {Probab. Theory Related Fields},
FJOURNAL = {Probability Theory and Related Fields},
volume = {158},
number = {3},
pages = {512-532},
year = {2014},
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 = {Electron. J. Stat.},
FJOURNAL = {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 = {23272355},
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 = {785788},
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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