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Ben Taieb, Souhaib
6 publications
ICML
2025
A Unified Comparative Study with Generalized Conformity Scores for Multi-Output Conformal Regression
Victor Dheur
,
Matteo Fontana
,
Yorick Estievenart
,
Naomi Desobry
,
Souhaib Ben Taieb
ICML
2025
Rectifying Conformity Scores for Better Conditional Coverage
Vincent Plassier
,
Alexander Fishkov
,
Victor Dheur
,
Mohsen Guizani
,
Souhaib Ben Taieb
,
Maxim Panov
,
Eric Moulines
AISTATS
2024
Probabilistic Calibration by Design for Neural Network Regression
Victor Dheur
,
Souhaib Ben Taieb
ICML
2023
A Large-Scale Study of Probabilistic Calibration in Neural Network Regression
Victor Dheur
,
Souhaib Ben Taieb
AISTATS
2022
Learning Quantile Functions for Temporal Point Processes with Recurrent Neural Splines
Souhaib Ben Taieb
ICML
2014
Boosting Multi-Step Autoregressive Forecasts
Souhaib Ben Taieb
,
Rob Hyndman