Supplementary Material: Consistency Regularization for Certified Robustness of Smoothed Classifiers A Details on experimental setups A.1 Training details

Neural Information Processing Systems 

We use the notations defined in Section 2 of the main text throughout this section. E.1 SmoothAdv Recall that a smoothed classifier ˆ f is defined from a hard classifier f: R

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