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Bruno Pelletier
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Year
Kernel density estimation on Riemannian manifolds
B Pelletier
Statistics & probability letters 73 (3), 297-304, 2005
1692005
Retrieving of particulate matter from optical measurements: A semiparametric approach
B Pelletier, R Santer, J Vidot
Journal of Geophysical Research: Atmospheres 112 (D6), 2007
1032007
On the estimation of the gradient lines of a density and the consistency of the mean-shift algorithm
E Arias-Castro, D Mason, B Pelletier
The Journal of Machine Learning Research 17 (1), 1487-1514, 2016
932016
Atmospheric correction of satellite ocean-color imagery during the PACE era
RJ Frouin, BA Franz, A Ibrahim, K Knobelspiesse, Z Ahmad, B Cairns, ...
Frontiers in earth science 7, 145, 2019
702019
Non-parametric regression estimation on closed Riemannian manifolds
B Pelletier
Journal of Nonparametric Statistics 18 (1), 57-67, 2006
602006
A graph-based estimator of the number of clusters
G Biau, B Cadre, B Pelletier
ESAIM: Probability and Statistics 11, 272-280, 2007
482007
Exact rates in density support estimation
G Biau, B Cadre, B Pelletier
Journal of Multivariate Analysis 99 (10), 2185-2207, 2008
412008
Bayesian methodology for inverting satellite ocean-color data
R Frouin, B Pelletier
Remote Sensing of Environment 159, 332-360, 2015
322015
The normalized graph cut and Cheeger constant: from discrete to continuous
E Arias-Castro, B Pelletier, P Pudlo
Advances in Applied Probability 44 (4), 907-937, 2012
292012
A kernel-based classifier on a Riemannian manifold
JM Loubes, B Pelletier
Statistics & Decisions 26 (1), 35-51, 2008
282008
Asymptotic normality in density support estimation
G Biau, B Cadre, D Mason, B Pelletier
Electronic Journal of Probability 14, 2617-2635, 2009
272009
Estimation of density level sets with a given probability content
B Cadre, B Pelletier, P Pudlo
Journal of nonparametric statistics 25 (1), 261-272, 2013
262013
Informative barycentres in statistics
B Pelletier
Annals of the Institute of Statistical Mathematics 57 (4), 767-780, 2005
252005
Remember the curse of dimensionality: The case of goodness-of-fit testing in arbitrary dimension
E Arias-Castro, B Pelletier, V Saligrama
Journal of Nonparametric Statistics 30 (2), 448-471, 2018
202018
Maximum entropy solution to ill-posed inverse problems with approximately known operator
JM Loubes, B Pelletier
Journal of Mathematical Analysis and Applications 344 (1), 260-273, 2008
192008
Remote sensing of phytoplankton chlorophyll-a concentration by use of ridge function fields
B Pelletier, R Frouin
Applied optics 45 (4), 784-798, 2006
192006
Fields of non-linear regression models for atmospheric correction of satellite ocean-color imagery
R Frouin, B Pelletier
Remote sensing of environment 111 (4), 450-465, 2007
182007
On the Convergence of Maximum Variance Unfolding.
E Arias-Castro, B Pelletier
Journal of Machine Learning Research 14 (7), 2013
162013
Operator norm convergence of spectral clustering on level sets
B Pelletier, P Pudlo
The Journal of Machine Learning Research 12, 385-416, 2011
162011
Clustering by estimation of density level sets at a fixed probability
B Cadre, B Pelletier, P Pudlo
142009
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Articles 1–20