3 papers
cs.LG2026
Early Risk Stratification of Dosing Errors in Clinical Trials Using Machine Learning
Félicien Hêche, Sohrab Ferdowsi, Anthony Yazdani +2
Objective: The objective of this study is to develop a machine learning (ML)-based framework for early risk stratification of clinical trials (CTs) according to their likelihood of…
cs.LG2025
Risk-averse policies for natural gas futures trading using distributional reinforcement learning
Félicien Hêche, Biagio Nigro, Oussama Barakat +1
Financial markets have experienced significant instabilities in recent years, creating unique challenges for trading and increasing interest in risk-averse strategies. Distribution…
cs.CY2025
Assessing the impact of external factors on the occurrence of emergencies
Félicien Hêche, Philipp Schiller, Oussama Barakat +2
This study investigates the impact of 19 external factors, related to weather, road traffic conditions, air quality, and time, on the occurrence of emergencies using historical dat…