Philippe Naveau

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 4

Top Topics

Covariance Matrices

Riemannian Manifolds

Bayesian Learning

Top Venues

J. Multivar. Anal.

Comput. Stat. Data Anal.

Publications

Romain Pic, Clément Dombry, Philippe Naveau, Maxime Taillardat
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts. CoRR (2024)
Nicolas Lafon, Philippe Naveau, Ronan Fablet
A VAE Approach to Sample Multivariate Extremes. CoRR (2023)
Dongik Jang, Hee-Seok Oh, Philippe Naveau
Identifying local smoothness for spatially inhomogeneous functions. Comput. Stat. 32 (3) (2017)
Linda Mhalla, Valérie Chavez-Demoulin, Philippe Naveau
Non-linear models for extremal dependence. J. Multivar. Anal. 159 (2017)
Anne Sabourin, Philippe Naveau
Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization. Comput. Stat. Data Anal. 71 (2014)
Alexis Hannart, Philippe Naveau
Estimating high dimensional covariance matrices: A new look at the Gaussian conjugate framework. J. Multivar. Anal. 131 (2014)
Julien Gazeaux, Deborah Batista, Caspar M. Ammann, Philippe Naveau, Cyrille Jégat, Chaochao Gao
Extracting common pulse-like signals from multiple ice core time series. Comput. Stat. Data Anal. 58 (2013)
Alexis Hannart, Philippe Naveau
An Improved Bayesian Information Criterion for Multiple Change-Point Models. Technometrics 54 (3) (2012)
Daniel Cooley, Richard A. Davis, Philippe Naveau
The pairwise beta distribution: A flexible parametric multivariate model for extremes. J. Multivar. Anal. 101 (9) (2010)
Philippe Naveau, Hee-Seok Oh
Polynomial wavelet regression for images with irregular boundaries. IEEE Trans. Image Process. 13 (6) (2004)