|
Adaptive functional principal components analysis
Sunny G. W. Wang
,
Valentin Patilea
,
Nicolas Klutchnikoff
Journal of the Royal Statistical Society. Series B. Methodological, inPress
Journal articles
hal-04757472v1
|
|
Optimal 1-Wasserstein distance for WGANs
Arthur Stéphanovitch
,
Ugo Tanielian
,
Benoît Cadre
,
Nicolas Klutchnikoff
,
Gérard Biau
Journal articles
hal-04223292v1
|
|
Adaptive optimal estimation of irregular mean and covariance functions
Steven Golovkine
,
Nicolas Klutchnikoff
,
Valentin Patilea
Bernoulli, inPress
Journal articles
hal-03385803v1
|
|
A new adaptive local polynomial density estimation procedure on complicated domains
Karine Bertin
,
Nicolas Klutchnikoff
,
Frédéric Ouimet
Bernoulli, In press
Journal articles
hal-04177592v1
|
|
Minimax properties of Dirichlet kernel density estimators
Karine Bertin
,
Christian Genest
,
Frédéric Ouimet
,
Nicolas Klutchnikoff
Journal articles
hal-03468285v1
|
|
Clustering multivariate functional data using unsupervised binary trees
Steven Golovkine
,
Nicolas Klutchnikoff
,
Valentin Patilea
Journal articles
hal-03391643v1
|
|
Learning the smoothness of noisy curves with application to online curve estimation
Steven Golovkine
,
Nicolas Klutchnikoff
,
Valentin Patilea
Journal articles
hal-03385816v1
|
|
Statistical analysis of a hierarchical clustering algorithm with outliers
Nicolas Klutchnikoff
,
Audrey Poterie
,
Laurent Rouviere
Journal articles
hal-03153805v2
|
|
Adaptive regression with Brownian path covariate
Karine Bertin
,
Nicolas Klutchnikoff
Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques, 2021, 57 (3), pp.1495-1520. ⟨10.1214/20-AIHP1128⟩
Journal articles
hal-02332820v1
|
|
Adaptive density estimation on bounded domains under mixing conditions
Karine Bertin
,
Nicolas Klutchnikoff
,
José León
,
Clémentine Prieur
Journal articles
hal-01934913v2
|
|
Adaptive estimation of the stationary density of a stochastic differential equation driven by a fractional Brownian motion
Karine Bertin
,
Nicolas Klutchnikoff
,
Fabien Panloup
,
Maylis Varvenne
Journal articles
hal-02503902v1
|
|
Adaptive density estimation on bounded domains
Karine Bertin
,
Salima El Kolei
,
Nicolas Klutchnikoff
Journal articles
hal-02332850v2
|
|
Pointwise adaptive estimation of the marginal density of a weakly dependent process
Karine Bertin
,
Nicolas Klutchnikoff
Journal articles
hal-01299483v1
|
|
Minimax regression estimation for Poisson coprocess
Benoît Cadre
,
Nicolas Klutchnikoff
,
Gaspar Massiot
Journal articles
hal-01430576v1
|
|
Illumination problems in digital images. A statistical point of view
Ségolen Geffray
,
Nicolas Klutchnikoff
,
Myriam Vimond
Journal articles
hal-01366815v1
|
|
On clustering procedures and nonparametric mixture estimation
Stéphane Auray
,
Nicolas Klutchnikoff
,
Laurent Rouvière
Journal articles
hal-01113848v1
|
|
Adaptative estimation of a density function using beta kernels
Karine Bertin
,
Nicolas Klutchnikoff
Journal articles
hal-01284734v1
|
|
Pointwise adaptive estimation of a multivariate function
Nicolas Klutchnikoff
Journal articles
hal-03400258v1
|
|
Minimax pointwise estimation of an anisotropic regression function with unknown density of the design
A. Guillou
,
Nicolas Klutchnikoff
Journal articles
hal-03385776v1
|
|
Minimax properties of beta kernel estimators
Karine Bertin
,
Nicolas Klutchnikoff
Journal articles
hal-03385755v1
|