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cs.AI2026
Causal Bias Detection in Generative Artificial Intelligence
Drago Plecko
Automated systems built on artificial intelligence (AI) are increasingly deployed across high-stakes domains, raising critical concerns about fairness and the perpetuation of demog…
cs.AI2026
Causal Algorithmic Recourse: Foundations and Methods
Drago Plecko, Collin Wang, Elias Bareinboim
The trustworthiness of AI decision-making systems is increasingly important. A key feature of such systems is the ability to provide recommendations for how an individual may rever…
cs.AI2025
Epidemiology of Large Language Models: A Benchmark for Observational Distribution Knowledge
Drago Plecko, Patrik Okanovic, Shreyas Havaldar +2
Artificial intelligence (AI) systems hold great promise for advancing various scientific disciplines, and are increasingly used in real-world applications. Despite their remarkable…