2026
Forgetting Whenever You Want: A Decentralized Continual Learning Framework with On-Demand Unlearning
ICML 2026poster
Decentralized class continual learning refers to a paradigm where distributed clients continuously acquire new classes while retaining previously learned information without relying on a central server. With increasing emphasis on privacy preservation, there is a growing need for on-demand unlearnin…