50 citations · 148 across the 16 of their papers we have counts for
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stat.ML2023
A VAE Approach to Sample Multivariate Extremes
Nicolas Lafon, Philippe Naveau, Ronan Fablet
Generating accurate extremes from an observational data set is crucial when seeking to estimate risks associated with the occurrence of future extremes which could be larger than t…
stat.ML2017★ 50 cited
Forest-based methods and ensemble model output statistics for rainfall ensemble forecasting
Maxime Taillardat, Anne-Laure Fougères, Philippe Naveau +1
Rainfall ensemble forecasts have to be skillful for both low precipitation and extreme events. We present statistical post-processing methods based on Quantile Regression Forests (…