2 citations · 2 across the 2 of their papers we have counts for
2 papers
stat.ML2022★ 2 cited
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects
Naoufal Acharki, Ramiro Lugo, Antoine Bertoncello +1
Conditional Average Treatment Effects (CATE) estimation is one of the main challenges in causal inference with observational data. In addition to Machine Learning based-models, non…
stat.AP2021
Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method
Naoufal Acharki, Antoine Bertoncello, Josselin Garnier
Probabilistic regression models typically use the Maximum Likelihood Estimation or Cross-Validation to fit parameters. These methods can give an advantage to the solutions that fit…