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Namyoon Lee

3 accepted papers

2024

SignSGD with Federated Defense: Harnessing Adversarial Attacks through Gradient Sign Decoding

ICML 2024poster

Distributed learning is an effective approach to accelerate model training by using parallel computing power of multiple workers. However, substantial communication delays arise between workers and a parameter server due to the massive costs associated with communicating gradients. SignSGD with majo…

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