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목록2025/01/13 (1)
dew's CSE Studying
A Survey on Federated Learning(Chen Zhang, Yu Xie,..., 2021)
AbstractFederated learning is a set-up in which multiple clients collaborate to solve machine learning problems, which is under the coordination of a central aggregator연합학습이란 이렇게 client 여러명이 중앙서버를 가지고 함께 ML problem을 해결하기 위해 협력하는 것이다.이렇게 하면 data privacy 보장할 수 있다. data가 training data가 decentralized되기 때문에! 2가지 main idealocal computingmodel transmission=>traditional centralized ml methods에서 발생했던 pri..
Machine Learning/논문 리뷰
2025. 1. 13. 11:59