Decentralized collaborative continual learning: A multi-objective minimization-based technique

Yara Zgheib, Marc Antonini, Roula Nassif

In this work, we formulate decentralized continual learning within a multi-objective optimization framework. For a given inference task t (corresponding to a common minimizer share…