An Algorithmic Framework for Decentralised Matrix Factorisation

Author:

Duriakova Erika,Huáng Wěipéng,Tragos Elias,Lawlor Aonghus,Smyth Barry,Geraci James,Hurley Neil

Publisher

Springer International Publishing

Reference24 articles.

1. Assran, M., Loizou, N., Ballas, N., Rabbat, M.: Stochastic gradient push for distributed deep learning. In: Proceedings of the ICML, Long Beach, California (2019)

2. Bellet, A., Guerraoui, R., Taziki, M., Tommasi, M.: Personalized and private peer-to-peer machine learning. In: Proceedings of the 21st AISTATS, Lanzarote (2017)

3. Chen, C., Liu, Z., Zhao, P., Zhou, J., Li, X.: Privacy preserving point-of-interest recommendation using decentralized matrix factorization. In: AAAI (2018)

4. Colin, I., Bellet, A., Salmon, J., Clémençon, S.: Gossip dual averaging for decentralized optimization of pairwise functions. In: Proceedings of 33rd ICML (2016)

5. Ammad-ud din, M., Ivannikova, E., Khan, S.A., Oyomno, W., Fu, Q., Tan, K.E., Flanagan, A.: Federated collaborative filtering for privacy-preserving personalized recommendation system. arXiv preprint arXiv:1901.09888 (2019)

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