Anne-Marie Kermarrec

A method to protect data privacy in decentralized learning systems using virtual nodes.

A new protocol enhances privacy and efficiency in decentralized learning.

Cohort-based approach improves efficiency and accuracy in Federated Learning systems.

A new method reduces energy use while improving learning outcomes in decentralized systems.

A new protocol enhances efficiency and randomness in peer sampling for P2P networks.

A new method blends efficiency and accuracy in Federated Learning.