On the effects of similarity metrics in decentralized deep learning under distributional shift

Edvin Listo Zec, Tom Hagander, Eric Ihre-Thomason +1

Decentralized Learning (DL) enables privacy-preserving collaboration among organizations or users to enhance the performance of local deep learning models. However, model aggregati…