Towards Federated Learning at Scale: System Design.
Kallista A. BonawitzHubert EichnerWolfgang GrieskampDzmitry HubaAlex IngermanVladimir IvanovChloé KiddonJakub KonecnýStefano MazzocchiBrendan McMahanTimon Van OverveldtDavid PetrouDaniel RamageJason RoselanderPublished in: MLSys (2019)
Keyphrases
- learning tasks
- learning process
- learning systems
- learning algorithm
- design principles
- centered design
- online learning
- supervised learning
- prior knowledge
- knowledge acquisition
- unsupervised learning
- design process
- mobile learning
- learning problems
- learning community
- learning scheme
- experimental design
- cognitive load
- interface design
- neural network