Alysa Ziying Tan

FL-Clip: Bridging Plasticity and Stability in Pre-Trained Federated Class-Incremental Learning Models

2024

Federated learning (FL) is the prevailing paradigm in privacy-preserving machine learning. Despite recent advances yielding state-of-the-art outcomes, FL systems face challenges in adapting to dynamic real-world scenarios, where the local data distributions of clients may …