Theoretical Foundations of Continual Learning via Drift-Plus-Penalty

Nazreen Shah, Govinda Arya, Bharath B. N. +1

In many real-world settings, data streams are nonstationary and arrive sequentially, requiring learning systems to adapt continuously without retraining from scratch. Continual lea…