Fairness-Aware Partial-label Domain Adaptation for Voice Classification of Parkinson's and ALS. - Arianna Francesconi; Zhixiang Dai; Arthur Stefano Moscheni; Himesh Morgan Perera Kanattage; Donato Cappetta; Fabio Rebecchi; Paolo Soda; Valerio Guarrasi; Rosa Sicilia; Mary-Anne Hartley (CoRR, 2026)