Primal Dual Continual Learning: Balancing Stability and Plasticity through Adaptive Memory Allocation

Juan Elenter, Navid NaderiAlizadeh, Tara Javidi +1

Continual learning is inherently a constrained learning problem. The goal is to learn a predictor under a no-forgetting requirement. Although several prior studies formulate it as…