PN
Philippe Naveau
stat.APstat.MEstat.MLmath.STstat.THcs.LGphysics.data-anAlgorithmsArtificial IntelligenceCarbon
On Valency
published · living versionsW_e7ekdfbq·v1 · currentpublished
Detecting spatial patterns with the cumulant function. Part I: The theory
with Alberto Bernacchia
1 version
W_6gttwfcb·v1published
Preprints & journals
43 papers in the corpus · 2004–2026Bayesian spatial modelling framework for assessing residential flood risk in property insurance2607.07609v2 · Mulah Moriah, Franck Vermet, Pierre Ailliot et al.2026 · 0 citationsarXiv
Stochastic generator of trajectories from record data: application to the fluctuations of a glacier's frontal position from a sample of moraines2607.06020v1 · Megret Maud, ESTIMR, Mike Pereira et al.2026 · 0 citationsarXiv
Benchmark of Likelihood-Free Inference Methods based on Neural and Optimal Transport Approaches2605.30516v1 · Samira Aka, Marie Kratz, Philippe Naveau2026 · 0 citationsarXiv
Likelihood-Free Inference for Multivariate Generalized Pareto Models2605.27694v1 · Samira Aka, Marie Kratz, Philippe Naveau2026 · 0 citationsarXiv
A duration-augmented binary Markov chain for rainfall occurrence with long dry spells2605.20399v1 · Antoine Doiz'e, SU, Denis Allard (BioSP) et al.2026 · 0 citationsarXiv
A sub-asymptotic model for bivariate threshold exceedances2604.12405v1 · Mirco Lescart, Anna Kiriliouk, Philippe Naveau2026 · 0 citationsarXiv
Contributions of geolocated weather and building related data for insurance assessment of flood risks2603.02418v1 · Mulah Moriah, Franck Vermet, Pierre Ailliot et al.2026 · 0 citationsarXiv
A Kullback-Leibler divergence test for multivariate extremes: theory and practice2602.02316v1 · Sebastian Engelke, Philippe Naveau, Chen Zhou2026 · 0 citationsarXiv
A parsimonious tail compliant multiscale statistical model for aggregated rainfall2601.08350v1 · Pierre Ailliot, Carlo Gaetan, Philippe Naveau2026 · 0 citationsarXiv
Multivariate distributional modeling of low, moderate, and large intensities without threshold selection steps2510.02152v1 · Carlo Gaetan, Philippe Naveau2025 · 0 citationsarXiv
Joint modeling of low and high extremes using a multivariate extended generalized Pareto distribution2509.05982v1 · Noura Alotaibi, Matthew Sainsbury-Dale, Philippe Naveau et al.2025 · 0 citationsarXiv
Systematic attribution of heatwaves to the emissions of carbon majors.40931153 · Quilcaille, Yann, Gudmundsson, Lukas, Schumacher, Dominik L et al.2025 · 61 citationsNature. 2025;645(8080):392-398
Multivariate Discrete Generalized Pareto Distributions: Theory, Simulation, and Applications to Dry spells2506.19361v1 · Samira Aka, Marie Kratz, Philippe Naveau2025 · 0 citationsarXiv
Multi-site modelling and reconstruction of past extreme skew surges along the French Atlantic coast2505.00835v2 · Nathan Huet, Philippe Naveau, Anne Sabourin2025 · 0 citationsarXiv
Multivariate extreme value theory2412.18477v1 · Philippe Naveau, Johan Segers2024 · 0 citationsarXiv
MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazards2501.04018v1 · Shruti Nath, Julie Carreau, Kai Kornhuber et al.2024 · 3 citationsarXiv
Distributional Regression U-Nets for the Postprocessing of Precipitation Ensemble Forecasts2407.02125v1 · Romain Pic, Cl'ement Dombry, Philippe Naveau et al.2024 · 1 citationarXiv
Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation2407.00650v1 · Romain Pic, Cl'ement Dombry, Philippe Naveau et al.2024 · 11 citationsarXiv
Causal Discovery in Multivariate Extremes with a Hydrological Analysis of Swiss River Discharges2405.10371v2 · Linda Mhalla, Val'erie Chavez-Demoulin, Philippe Naveau2024 · 0 citationsarXiv
Robust and non asymptotic estimation of probability weighted moments with application to extreme value analysis2306.10806v1 · Anna Ben-Hamou, Philippe Naveau, Maud Thomas2023 · 0 citationsarXiv
A VAE Approach to Sample Multivariate Extremes2306.10987v2 · Nicolas Lafon, Philippe Naveau, Ronan Fablet2023 · 1 citationarXiv
An extended generalized Pareto regression model for count data2210.15253v2 · Touqeer Ahmad, Carlo Gaetan, Philippe Naveau2022 · 7 citationsarXiv
Distributional regression and its evaluation with the CRPS: Bounds and convergence of the minimax risk2205.04360v4 · Romain Pic, Cl'ement Dombry, Philippe Naveau et al.2022 · 7 citationsarXiv
Evaluation of binary classifiers for asymptotically dependent and independent extremes2112.13738v6 · Juliette Legrand, Philippe Naveau, Marco Oesting2021 · 4 citationsarXiv
Stable sums to infer high return levels of multivariate rainfall time series2112.02878v3 · Gloria Buritic'a (LPSM), Philippe Naveau (LSCE)2021 · 4 citationsarXiv
High return level estimates of daily ERA-5 precipitation in Europe estimated using regionalised extreme value distributions2112.02182v1 · Pauline Rivoire, Philomene Le Gall, Anne-Catherine Favre et al.2021 · 0 citationsarXiv
Non-parametric multimodel Regional Frequency Analysis applied to climate change detection and attribution2111.00798v1 · Philomene Le Gall, Anne-Catherine Favre, Philippe Naveau et al.2021 · 1 citationarXiv
Probability distributions for analog-to-target distances2101.10640v1 · Paul Platzer, Pascal Yiou (ESTIMR), Philippe Naveau (ESTIMR) et al.2021 · 21 citationsarXiv
Using local dynamics to explain analog forecasting of chaotic systems2007.14216v1 · P Platzer, P. Yiou (LSCE), P. Naveau (LSCE) et al.2020 · 35 citationsarXiv
Spatial Modeling of Heavy Precipitation by Coupling Weather Station Recordings and Ensemble Forecasts with Max-Stable Processes2003.05854v1 · Marco Oesting, Philippe Naveau2020 · 2 citationsarXiv
Climate extreme event attribution using multivariate peaks-over-thresholds modeling and counterfactual theory1908.03107v2 · Anna Kiriliouk, Philippe Naveau2019 · 30 citationsarXiv
Evaluating probabilistic forecasts of extremes using continuous ranked probability score distributions1905.04022v4 · Maxime Taillardat, Anne-Laure Fougeres, Philippe Naveau et al.2019 · 32 citationsarXiv
Bias Reduced Peaks over Threshold Tail Estimation1810.01296v1 · Jan Beirlant, Gaonyalelwe Maribe, Philippe Naveau et al.2018 · 0 citationsarXiv
Forecast score distributions with imperfect observations1806.03745v3 · Julie Bessac, Philippe Naveau2018 · 13 citationsarXiv
Probabilities of causation of climate changes1712.00063v1 · Alexis Hannart, Philippe Naveau2017 · 43 citationsarXiv
Forest-based methods and ensemble model output statistics for rainfall ensemble forecasting1711.10937v1 · Maxime Taillardat, Anne-Laure Fougeres, Philippe Naveau et al.2017 · 87 citationsarXiv
Detecting distributional changes in samples of independent block maxima using probability weighted moments1507.06121v3 · Ivan Kojadinovic, Philippe Naveau2015 · 9 citationsarXiv
A frailty-contagion model for multi-site hourly precipitation driven by atmospheric covariates1408.4334v3 · Erwan Koch, Philippe Naveau2014 · 8 citationsarXiv
Multivariate Nonparametric Estimation of the Pickands Dependence Function using Bernstein Polynomials1405.5228v3 · G. Marcon, S. A. Padoan, P. Naveau et al.2014 · 57 citationsarXiv
Approximating the conditional density given large observed values via a multivariate extremes framework, with application to environmental data1301.1428v1 · Daniel Cooley, Richard A. Davis, Philippe Naveau2013 · 22 citationsAnnals of Applied Statistics 2012, Vol. 6, No. 4, 1406-1429on Valency
Detecting spatial patterns with the cumulant function. Part II: An application to El Nino0707.3547v1 · Alberto Bernacchia, Philippe Naveau, Mathieu Vrac et al.2007 · 10 citationsarXiv
Detecting spatial patterns with the cumulant function. Part I: The theory0707.0574v1 · Alberto Bernacchia, Philippe Naveau2007 · 13 citationsarXivon Valency
Polynomial wavelet regression for images with irregular boundaries.15648868 · Naveau, Philippe, Oh, Hee-Seok2005 · 7 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2004;13(6):773-81
Career total: at least 342 works. 43 are in this corpus.
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