Bias Reducing Multitask Learning on Mental Health Prediction. (arXiv:2208.03621v1 [cs.LG])

There has been an increase in research in developing machine learning models
for mental health detection or prediction in recent years due to increased
mental health issues in society. Effective use of mental health prediction or
detection models can help mental health practitioners re-define mental
illnesses more objectively than currently done, and identify illnesses at an
earlier stage when interventions may be more effective. However, there is still
a lack of standard in evaluating bias in such machine learning models …

arxiv bias health learning lg mental health multitask learning prediction