The Missing Link: Allocation Performance in Causal Machine Learning
The Missing Link: Allocation Performance in Causal Machine Learning
Automated decision-making (ADM) systems are being deployed across a diverse range of critical problem areas such as social welfare and healthcare. Recent work highlights the importance of causal ML models in ADM systems, but implementing them in complex social environments poses significant challenges. Research on how these challenges impact the …