Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction

no code implementations • 5 Feb 2023 • Albert Sayapin, Gleb Balitskiy, Daniel Bershatsky, Aleksandr Katrutsa, Evgeny Frolov, Alexey Frolov, Ivan Oseledets, Vitaliy Kharin

Since the data about user experience are distributed among devices, the federated learning setup is used to train the proposed sequential matrix factorization model.

Collaborative Filtering Federated Learning +1