Publications

Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello and Josselin Garnier (2023). Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects. To appear in ICML 2023. Available at arXiv: 2205.14714.

Naoufal Acharki (2022). Statistical learning and causal inference for energy production. PhD thesis, defended in November 2022. Published and available at https://www.theses.fr/2022IPPAX101.

Naoufal Acharki, Antoine Bertoncello and Josselin Garnier (2021). Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method. Computational Statistics and Data Analysis Journal. 178:107597, 2023. ISSN 0167-9473. doi: 10.1016/j.csda.2022.107597.

Naoufal Acharki (2019) Statistical learning and sensitivity analysis - Application to Oil and Gas production. MSc thesis, prepared under the supervision of Prof. Josselin Garnier.

On-going work

Naoufal Acharki, Antoine Bertoncello and Josselin Garnier “Exploring continuous treatments heterogeneous effects using non-parametric Machine Learning”.