Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach

Pablo García-Santaclara, Bruno Fernández-Castro, Rebeca P. Díaz-Redondo

Continual learning (CL) poses the important challenge of adapting to evolving data distributions without forgetting previously acquired knowledge while consolidating new knowledge.…