← Search

Ahmed BOUGHDIRI

2 accepted papers

2025

A Unified Framework for the Transportability of Population-Level Causal Measures

NeurIPS 2025poster

Generalization methods offer a powerful solution to one of the key drawbacks of randomized controlled trials (RCTs): their limited representativeness. By enabling the transport of treatment effect estimates to target populations subject to distributional shifts, these methods are increasingly recogn…

Cited by 0SourceScholar
2025

Quantifying Treatment Effects: Estimating Risk Ratios via Observational Studies

ICML 2025poster

The Risk Difference (RD), an absolute measure of effect, is widely used and well-studied in both randomized controlled trials (RCTs) and observational studies. Complementary to the RD, the Risk Ratio (RR), as a relative measure, is critical for a comprehensive understanding of intervention effects:…

Cited by 0SourcePDFScholar