Continual Learning for non-stationary regression via Memory-Efficient Replay

Pablo García-Santaclara, Bruno Fernández-Castro, RebecaP. Díaz-Redondo +1

Data streams are rarely static in dynamic environments like Industry 4.0. Instead, they constantly change, making traditional offline models outdated unless they can quickly adjust…