Search Results for author: Anna Vettoruzzo

Found 2 papers, 1 papers with code

Personalized Federated Learning with Contextual Modulation and Meta-Learning

1 code implementation23 Dec 2023 Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Thorsteinn Rögnvaldsson

These findings highlight the potential of incorporating contextual information and meta-learning techniques into federated learning, paving the way for advancements in distributed machine learning paradigms.

Meta-Learning Personalized Federated Learning

Advances and Challenges in Meta-Learning: A Technical Review

no code implementations10 Jul 2023 Anna Vettoruzzo, Mohamed-Rafik Bouguelia, Joaquin Vanschoren, Thorsteinn Rögnvaldsson, KC Santosh

This review provides a comprehensive technical overview of meta-learning, emphasizing its importance in real-world applications where data may be scarce or expensive to obtain.

Continual Learning Domain Adaptation +4

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