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07/27/2021
A Payload Optimization Method for Federated Recommender Systems
We introduce the payload optimization method for federated recommender s...
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12/12/2020
Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions
Federated learning (FL) allows a server to learn a machine learning (ML)...
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09/25/2020
A little goes a long way: Improving toxic language classification despite data scarcity
Detection of some types of toxic language is hampered by extreme scarcit...
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04/08/2020
Federated Multi-view Matrix Factorization for Personalized Recommendations
We introduce the federated multi-view matrix factorization method that e...
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01/29/2019