Phd. Student on extreme and unsupervised learning.
I am third year PhD Student in the Probability and Statistics from the laboratoire Jean Alexandre Dieudonné of Université Côte d’Azur. I am also part of the Lemon team located in Montpellier. My research interest lies in extreme value theory and machine learning.
[2] Alexis Boulin. 2023. “A Python Package for Sampling from Copulae: Clayton.” Computo, January. [paper]
[1] Alexis Boulin, Elena Di Bernardino, Thomas Laloë, Gwladys Toulemonde, Non-parametric estimator of a multivariate madogram for missing-data and extreme value framework, Journal of Multivariate Analysis, Volume 192, November 2022. [paper]
[3] Alexis Boulin, Estimating Max-Stable Random Vectors with Discrete Spectral Measure using Model-Based Clustering. [arXiv]
[2] Alexis Boulin, Elena Di Bernardino, Thomas Laloë, Gwladys Toulemonde, Identifying regions of concomitant compound precipitation and wind speed extremes over Europe. [arXiv]
[1] Alexis Boulin, Elena Di Bernardino, Thomas Laloë, Gwladys Toulemonde, High-dimensional variable clustering based on sub-asymptotic maxima of a weakly dependent random process. [arXiv]