4 papers
Assured autonomy: How operations research powers and orchestrates generative AI systems
Tinglong Dai, David Simchi-Levi, Michelle Xiao Wu +1
Generative artificial intelligence (GenAI) is shifting from conversational assistants toward agentic systems -- autonomous decision-making systems that sense, decide, and act withi…
Beyond Procedural Compliance: Human Oversight as a Dimension of Well-being Efficacy in AI Governance
Yao Xie, Walter Cullen
Major AI ethics guidelines and laws, including the EU AI Act, call for effective human oversight, but do not define it as a distinct and developable capacity. This paper introduces…
Sepsyn-OLCP: An Online Learning-based Framework for Early Sepsis Prediction with Uncertainty Quantification using Conformal Prediction
Anni Zhou, Beyah Raheem, Rishikesan Kamaleswaran +1
Sepsis is a life-threatening syndrome with high morbidity and mortality in hospitals. Early prediction of sepsis plays a crucial role in facilitating early interventions for septic…
Detecting algorithmic bias in medical-AI models using trees
Jeffrey Smith, Andre Holder, Rishikesan Kamaleswaran +1
With the growing prevalence of machine learning and artificial intelligence-based medical decision support systems, it is equally important to ensure that these systems provide pat…