Tree of Concepts: Interpretable Continual Learners in Non-Stationary Clinical Domains
arXiv:2604.17089v1 Announce Type: new
Abstract: Continual learning aims to update models under distribution shift without forgetting, yet many high-stakes deployments, such as healthcare, also require interpretability. In practice, models that adapt w…