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07/14/2023
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning
The ubiquity of camera-enabled devices has led to large amounts of unlab...
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06/30/2023
High-throughput Simulation of Federated Learning via Resource-Aware Client Placement
Federated Learning (FL) is the privacy-preserving machine learning parad...
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06/06/2023
FedVal: Different good or different bad in federated learning
Federated learning (FL) systems are susceptible to attacks from maliciou...
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05/18/2023
Efficient Vertical Federated Learning with Secure Aggregation
The majority of work in privacy-preserving federated learning (FL) has b...
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07/05/2022
Federated Self-supervised Learning for Video Understanding
The ubiquity of camera-enabled mobile devices has lead to large amounts ...
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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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04/07/2021
On-device Federated Learning with Flower
Federated Learning (FL) allows edge devices to collaboratively learn a s...
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09/18/2019
Sensor Fusion for Magneto-Inductive Navigation
Magneto-inductive navigation is an inexpensive and easily deployable sol...
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10/12/2016