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09/22/2022
Making Byzantine Decentralized Learning Efficient
Decentralized-SGD (D-SGD) distributes heavy learning tasks across multip...
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05/24/2022
Byzantine Machine Learning Made Easy by Resilient Averaging of Momentums
Byzantine resilience emerged as a prominent topic within the distributed...
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02/17/2022
An Equivalence Between Data Poisoning and Byzantine Gradient Attacks
To study the resilience of distributed learning, the "Byzantine" literat...
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06/04/2021
Strategyproof Learning: Building Trustworthy User-Generated Datasets
Today's large-scale machine learning algorithms harness massive amounts ...
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06/04/2021