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hal-00204805v1  Article dans une revue
G. KerkyacharianD. MarinucciD. PietrobonoA. BalbiP. Baldi et al.  Spherical needlets for CMB data analysis
Monthly Notices of the Royal Astronomical Society, Oxford University Press (OUP): Policy P - Oxford Open Option A, 2008, 383 (2), pp.539-545
hal-00705291v1  Article dans une revue
M. MougeotD. PicardK. TribouleyLearning Out of Leaders: Regression for high dimension
Journal of the Royal Statistical Society: Series B, Royal Statistical Society, 2012, 74 (3), pp.475-513
hal-00102266v1  Article dans une revue
G. KerkyacharianD. PicardI.M. JohnstoneM. RaimondoWavelet deconvolution in a periodic setting
Journal of the Royal Statistical Society: Series B, Royal Statistical Society, 2004, 66 n.3, pp.547-573
hal-01025812v1  Article dans une revue
M. MougeotD. PicardK. TribouleyGrouping strategies and thresholding for high dimensional linear models rejoinder
Journal of Statistical Planning and Inference, Elsevier, 2013, 143 (9), pp.1457-1465
hal-01025810v1  Article dans une revue
M. MougeotD. PicardK. TribouleyGrouping strategies and thresholding for high dimensional linear models
Journal of Statistical Planning and Inference, Elsevier, 2013, 143 (9), pp.1417-1438
hal-00401019v1  Article dans une revue
G. KerkyacharianP. BaldiD. MarinucciD. PicardAsymptotics for spherical needlets
The Annals of Statistics, IMS, 2009, 37 (3), pp.1150-1171
hal-00401012v1  Communication dans un congrès
G. KerkyacharianD. PicardNew generation wavelets associated with statistical problems
S. Ogawa. The 8th workhop on stochastic numerics, 2008, Kyoto, Japan. Kyoto University, pp.119-147, 2009, RIMS Kokyuroku 1620
hal-00081885v1  Pré-publication, Document de travail
P. BaldiG. KerkyacharianD. MarinucciD. PicardAsymptotics for Spherical Needlets
35 pages with 2 figures. 2006
hal-00704497v1  Communication dans un congrès
G. KerkyacharianD. PicardNew generation wavelets associated with statistical problems
Kyoto University. 8th workhop on stochastic numerics, 2008, Japan. pp.119-147, 2009, RIMS Kokyuroku 1620
hal-00204802v1  Article dans une revue
G. KerkyacharianO. LepskiD. PicardNon linear estimation in anisotropic multiindex denoising-II
SIAM Theory of Probability and its Applications, 2008, 52 (1), pp.150-171
hal-00446301v1  Chapitre d'ouvrage
G. KerkyacharianM. MougeotD. PicardK. TribouleyLearning out of leaders
R. A. DeVore, A. Kunoth. Multiscale, Nonlinear and Adaptive Approximation, Springer, pp.295-324, 2009
hal-00160952v1  Communication dans un congrès
G. KerkyacharianD. PicardEstimation in inverse problems and second generation wavelets
M. Sanz-Solé, J. Soria, J.L. Varona, J. Verdera. International Congress of Mathematicians, 2007, Madrid, 2006, European Mathematical Society, pp.713-739, 2007
hal-00160947v1  Article dans une revue
G. KerkyacharianD. PicardV. TemlyakovSome inequalities for the tensor product of greedy basis and weight-greedy bases
East Journal of Approximation, 2006, 12 (1), pp.103-118
hal-00606067v1  Article dans une revue
G. KerkyacharianT.M. Pham NgocD. PicardLocalized spherical deconvolution
The Annals of Statistics, IMS, 2011, 39 (2), pp.1042-1068
hal-01025832v1  Article dans une revue
M. MougeotD. PicardK. TribouleyLOL selection in high dimension
Computational Statististics & Data Analysis, 2014, 71, pp.743-757
hal-01025826v1  Article dans une revue
M. MougeotD. PicardK. TribouleyV. LefieuxL. Maillard-TeyssierSparse approximation and fit of intraday load curves in a high dimensional framework
Advances in Adaptive Data Analysis, 2013, 5 (4), 23 pp. - 1350016
hal-00356689v1  Article dans une revue
G. KerkyacharianD. GellerF.K. HansenD. MarinucciD. PicardSpin needlets for cosmic microwave background polarization data analysis
Physical Review D. Particles, fields, gravitation, and cosmology, 2008, 78 (12), 123533 - 16 pp
hal-01267509v1  Communication dans un congrès
M. MougeotD. PicardV. LefieuxL. Maillard-TeyssierForecasting Intra Day Load Curves Using Sparse Functional Regression
A. Antoniadis, J.-M. Poggi, X. Brossat, Editors. the International Workshop on Industry Practices for Forecasting , 2013, Paris, France. Springer, pp.161-181, 2015, Modeling and Stochastic Learning for Forecasting in High Dimensions
hal-00831000v1  Article dans une revue
S. DelattreM. HoffmannD. PicardT. VareschiBlockwise SVD with error in the operator and application to blind deconvolution
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2012, 6, pp.2274-2308
hal-01025820v1  Article dans une revue
R. BenhaddouM. PenskyD. PicardAnisotropic de-noising in functional deconvolution model with dimension-free convergence rates
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2013, 7, pp.1686-1715
hal-00160977v1  Article dans une revue
G. KerkyacharianP. PetrushevD. PicardT. WillerNeedlets algorithms for estimation in inverse problems
Electronic journal of statistics , Shaker Heights, OH : Institute of Mathematical Statistics, 2007, 1, pp.30-76
hal-00839470v1  Article dans une revue
G. FaÿJ. DelabrouilleG. KerkyacharianD. PicardTesting the isotropy of high energy cosmic rays using spherical needlets
Annals Of Applied Statistics, Institute Mathematical Statistics, 2013, 7 (2), pp.1040-1073
hal-00441240v1  Article dans une revue
G. KerkyacharianP. BaldiD. MarinucciD. PicardAdaptive density estimation for directional data using needlets
The Annals of Statistics, IMS, 2009, 37 (6A), pp.3362-3395
hal-00104741v1  Article dans une revue
G. KerkyacharianD. PicardReplicant compression coding in Besov spaces
ESAIM: Probability and Statistics, EDP Sciences, 2003, 7, pp.239-250
hal-00085082v1  Article dans une revue
G. KerkyacharianD. PicardR. De VoreV. TemlyakovApproximation methods for supervised learning
Foundations of Computational Mathematics, Springer Verlag, 2006, 6 n.1, pp.3-58
hal-00160979v1  Article dans une revue
G. KerkyacharianD. PicardM. RaimondoAdaptive boxcar deconvolution on full Lebesgue measure sets
Statistica Sinica, Taipei : Institute of Statistical Science, Academia Sinica, 2007, 17 (1), pp.317-340
hal-00102267v1  Article dans une revue
G. KerkyacharianD. PicardP. HallConvergence properties of wavelet estimators with multiple sampling rates
Statistica Sinica, Taipei : Institute of Statistical Science, Academia Sinica, 2004, 14 n.2, pp.377-393
hal-00103448v1  Article dans une revue
G. KerkyacharianD. PicardRegression in random design and warped wavelets
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2004, 10 n.6, pp.1053-1105
hal-00400366v1  Article dans une revue
G. KerkyacharianP. BaldiD. MarinucciD. PicardSubsampling needlet coefficients on the sphere
Bernoulli, Bernoulli Society for Mathematical Statistics and Probability, 2009, 15 (2), pp.438-463
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