2 papers
cs.AI2025
mFARM: Towards Multi-Faceted Fairness Assessment based on HARMs in Clinical Decision Support
Shreyash Adappanavar, Krithi Shailya, Gokul S Krishnan +2
The deployment of Large Language Models (LLMs) in high-stakes medical settings poses a critical AI alignment challenge, as models can inherit and amplify societal biases, leading t…
cs.CL2025
Multilinguality in LLM-Designed Reward Functions for Restless Bandits: Effects on Task Performance and Fairness
Ambreesh Parthasarathy, Chandrasekar Subramanian, Ganesh Senrayan +4
Restless Multi-Armed Bandits (RMABs) have been successfully applied to resource allocation problems in a variety of settings, including public health. With the rapid development of…