Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Welcome to my website!
About me
Posts
publications
Federated Causal Inference: Multi-Study ATE Estimation beyond Meta-Analysis
Published in AISTATS, 2024
Recommended citation: Khellaf R., Bellet A., Josse J. (2024). "Federated Causal Inference: Multi-sources ATE estimation." AISTATS 2024.
Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation
Published in ICML, 2025
Recommended citation: Khellaf, R., Bellet, A., & Josse, J. (2025). Federated Causal Inference from Multi-Site Observational Data via Propensity Score Aggregation." ICML 2026.
Download Paper | Download Slides
Handling Covariate Mismatch in Federated Linear Prediction
Published in , 2026
Recommended citation: Ayme, A., & Khellaf, R. (2026). Handling Covariate Mismatch in Federated Linear Prediction." Conference Article.
Download Paper
Principled Federated Random Forests for Heterogeneous Data
Published in , 2026
Recommended citation: Khellaf, R., Scornet, E., Bellet, A., & Josse, J. (2026). Principled Federated Random Forests for Heterogeneous Data." Conference Article.
Download Paper
Causal meta-analysis: Rethinking the foundations of evidence-based medicine
Published in , 2026
Recommended citation: Berenfeld, C., Boughdiri, A., Colnet, B., van Amsterdam, W. A., Bellet, A., Khellaf, R., Scornet, E. & Josse, J. (2025). Causal meta-analysis: Rethinking the foundations of evidence-based medicine." Journal Article.
Download Paper
talks
Presentations
Published:
Multi-study ATE estimation in RCT and Observational studies: slides
teaching
Introduction to Probabilistic Graphical Models
Teaching Assistant, M2 Mathématiques / Vision / Apprentissage, 2024
