Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments

Author:

Song Rui1,Liu Dai2,Chen Dave Zhenyu2,Festag Andreas1,Trinitis Carsten2,Schulz Martin2,Knoll Alois2

Affiliation:

1. Fraunhofer IVI

2. Technical University of Munich

Funder

German Federal Ministry for Digital and Transport (BMVI)

Publisher

IEEE

Reference62 articles.

1. Fusion Learning: A One Shot Federated Learning

2. Imagenet classification with deep convolutional neural networks;krizhevsky;Advances in neural information processing systems,2012

3. One-shot federated learning;guha;ArXiv Preprint,2019

4. Gradient-based learning applied to document recognition

5. Dataset distillation;wang;ArXiv Preprint,2018

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