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04/15/2023
Gradient-less Federated Gradient Boosting Trees with Learnable Learning Rates
The privacy-sensitive nature of decentralized datasets and the robustnes...
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05/12/2022
Secure Aggregation for Federated Learning in Flower
Federated Learning (FL) allows parties to learn a shared prediction mode...
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04/29/2021
End-to-End Speech Recognition from Federated Acoustic Models
Training Automatic Speech Recognition (ASR) models under federated learn...
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04/07/2021
On-device Federated Learning with Flower
Federated Learning (FL) allows edge devices to collaboratively learn a s...
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10/13/2020
A first look into the carbon footprint of federated learning
Despite impressive results, deep learning-based technologies also raise ...
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07/28/2020