Polynomial wavelet regression for images with irregular boundaries. - Philippe Naveau; Hee-Seok Oh (IEEE Trans. Image Process., 2004)

The pairwise beta distribution: A flexible parametric multivariate model for extremes. - Daniel Cooley; Richard A. Davis; Philippe Naveau (J. Multivar. Anal., 2010)

An Improved Bayesian Information Criterion for Multiple Change-Point Models. - Alexis Hannart; Philippe Naveau (Technometrics, 2012)

Extracting common pulse-like signals from multiple ice core time series. - Julien Gazeaux; Deborah Batista; Caspar M. Ammann; Philippe Naveau; Cyrille Jégat; Chaochao Gao (Comput. Stat. Data Anal., 2013)

Bayesian Dirichlet mixture model for multivariate extremes: A re-parametrization. - Anne Sabourin; Philippe Naveau (Comput. Stat. Data Anal., 2014)

Estimating high dimensional covariance matrices: A new look at the Gaussian conjugate framework. - Alexis Hannart; Philippe Naveau (J. Multivar. Anal., 2014)

Identifying local smoothness for spatially inhomogeneous functions. - Dongik Jang; Hee-Seok Oh; Philippe Naveau (Comput. Stat., 2017)

Non-linear models for extremal dependence. - Linda Mhalla; Valérie Chavez-Demoulin; Philippe Naveau (J. Multivar. Anal., 2017)

A VAE Approach to Sample Multivariate Extremes. - Nicolas Lafon; Philippe Naveau; Ronan Fablet (CoRR, 2023)

Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts. - Romain Pic; Clément Dombry; Philippe Naveau; Maxime Taillardat (CoRR, 2024)

MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazards. - Shruti Nath; Julie Carreau; Kai Kornhuber; Peter Pfleiderer; Carl-Friedrich Schleussner; Philippe Naveau (CoRR, 2025)

Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast. - Nathan Huet; Philippe Naveau; Anne Sabourin (CoRR, 2025)