The micro-focus group ML: Transfer, Domain Adaptation, Multi-Task Learning explores machine learning techniques that enable models to transfer knowledge across tasks and domains. Research topics include domain adaptation, multi-task learning, representation transfer, and improving model generalisation under data distribution shifts.