FairPO: Robust Preference Optimization for Fair Multi-Label Learning

Soumen Kumar Mondal, Prateek Chanda, Akshit Varmora +1

Multi-label classification (MLC) often suffers from performance disparities across labels. We propose \textbf{FairPO}, a framework combining preference-based loss and group-robust…