Defending against saddle point attack in Byzantine-robust distributed learning

D Yin, Y Chen, R Kannan… - … Conference on Machine …, 2019 - proceedings.mlr.press
We study robust distributed learning that involves minimizing a non-convex loss function
with saddle points. We consider the Byzantine setting where some worker machines have …
被引用次数：120 相关文章
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[PDF][PDF] Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning

D Yin, Y Chen, K Ramchandran, P Bartlett - International Conference on …, 2019 - par.nsf.gov
We study robust distributed learning that involves minimizing a non-convex loss function
with saddle points. We consider the Byzantine setting where some worker machines have …

Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning

D Yin, Y Chen, K Ramchandran, P Bartlett - arXiv preprint arXiv …, 2018 - arxiv.org
We study robust distributed learning that involves minimizing a non-convex loss function
with saddle points. We consider the Byzantine setting where some worker machines have …

Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning

D Yin, Y Chen, K Ramchandran, P Bartlett - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
We study robust distributed learning that involves minimizing a non-convex loss function
with saddle points. We consider the Byzantine setting where some worker machines have …

Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning

D Yin, Y Chen, R Kannan… - … Conference on Machine …, 2019 - proceedings.mlr.press
We study robust distributed learning that involves minimizing a non-convex loss function
with saddle points. We consider the Byzantine setting where some worker machines have …