U-Fair: Uncertainty-based Multimodal Multitask Learning for Fairer Depression Detection

Jiaee Cheong, Aditya Bangar, Sinan Kalkan +1

Machine learning bias in mental health is becoming an increasingly pertinent challenge. Despite promising efforts indicating that multitask approaches often work better than unitas…