19 citations · 100 across the 10 of their papers we have counts for
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stat.ML2020
Revisiting Ensembles in an Adversarial Context: Improving Natural Accuracy
Aditya Saligrama, Guillaume Leclerc
A necessary characteristic for the deployment of deep learning models in real world applications is resistance to small adversarial perturbations while maintaining accuracy on non-…
cs.LG2020★ 11 cited
The Two Regimes of Deep Network Training
Guillaume Leclerc, Aleksander Madry
Learning rate schedule has a major impact on the performance of deep learning models. Still, the choice of a schedule is often heuristical. We aim to develop a precise understandin…