Raphaël Huser

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Quantile Regression

Rainfall Runoff

Top Venues

J. Multivar. Anal.

Publications

Pavel Krupskii, Raphaël Huser
Max-convolution processes with random shape indicator kernels. J. Multivar. Anal. 203 (2024)
Silius M. Vandeskog, Sara Martino, Raphaël Huser
An efficient workflow for modelling high-dimensional spatial extremes. Stat. Comput. 34 (4) (2024)
Ashok Dahal, Raphaël Huser, Luigi Lombardo
At the junction between deep learning and statistics of extremes: formalizing the landslide hazard definition. CoRR (2024)
Yan Gong, Peng Zhong, Thomas Opitz, Raphaël Huser
Partial Tail-Correlation Coefficient Applied to Extremal-Network Learning. Technometrics 66 (3) (2024)
Andrew Zammit-Mangion, Matthew Sainsbury-Dale, Raphaël Huser
Neural Methods for Amortised Parameter Inference. CoRR (2024)
Likun Zhang, Xiaoyu Ma, Christopher K. Wikle, Raphaël Huser
Flexible and efficient spatial extremes emulation via variational autoencoders. CoRR (2023)
Mahnoor Ahmed, Hakan Tanyas, Raphaël Huser, Ashok Dahal, Giacomo Titti, Lisa Borgatti, Mirko Francioni, Luigi Lombardo
Dynamic rainfall-induced landslide susceptibility: A step towards a unified forecasting system. Int. J. Appl. Earth Obs. Geoinformation 125 (2023)
Jordan Richards, Raphaël Huser
A unifying partially-interpretable framework for neural network-based extreme quantile regression. CoRR (2022)
Tanvir Alam, Meshari Alazmi, Rayan Naser, Franceline Huser, Afaque A. Momin, Veronica Astro, SeungBeom Hong, Katarzyna W. Walkiewicz, Christian G. Canlas, Raphaël Huser, Amal J. Ali, Jasmeen Merzaban, Antonio Adamo, Mariusz Jaremko, Lukasz Jaremko, Vladimir B. Bajic, Xin Gao, Stefan T. Arold
Proteome-level assessment of origin, prevalence and function of leucine-aspartic acid (LD) motifs. Bioinform. 36 (4) (2020)
Sabrina Vettori, Raphaël Huser, Marc G. Genton
A comparison of dependence function estimators in multivariate extremes. Stat. Comput. 28 (3) (2018)
Marius Hofert, Raphaël Huser, Avinash Prasad
Hierarchical Archimax copulas. J. Multivar. Anal. 167 (2018)
Daniela Castro Camilo, Luigi Lombardo, P. Martin Mai, Jie Dou, Raphaël Huser
Handling high predictor dimensionality in slope-unit-based landslide susceptibility models through LASSO-penalized Generalized Linear Model. Environ. Model. Softw. 97 (2017)
Souhaib Ben Taieb, Raphaël Huser, Rob J. Hyndman, Marc G. Genton
Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression. IEEE Trans. Smart Grid 7 (5) (2016)