318 citations · 825 across the 71 of their papers we have counts for
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cs.LG2018★ 3 cited
Nonlinear Conjugate Gradients For Scaling Synchronous Distributed DNN Training
Saurabh Adya, Vinay Palakkode, Oncel Tuzel
Nonlinear conjugate gradient (NLCG) based optimizers have shown superior loss convergence properties compared to gradient descent based optimizers for traditional optimization prob…
cs.CV2018★ 26 cited
Divide, Denoise, and Defend against Adversarial Attacks
Seyed-Mohsen Moosavi-Dezfooli, Ashish Shrivastava, Oncel Tuzel
Deep neural networks, although shown to be a successful class of machine learning algorithms, are known to be extremely unstable to adversarial perturbations. Improving the robustn…