Author

Yara Zgheib

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Preprint Oct 2026

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

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 shared by the cost functions of all agents), agents collecting data in a distributed and streamed manner are only allowed to perform local comput...

Yara Zgheib, Marc Antonini, Roula Nassif · 0 citations