FedMental: Evaluating Federated Learning for Mental Health Detection from Social Media Data

Nuredin Ali Abdelkadir, Anjali Ratnam, Zeerak Talat +1

Social media text data are often used to train Machine Learning (ML) models to identify users exhibiting high-risk mental health behaviors. However, sharing this sensitive data pos…