Search Results for author: Chizhou Liu

Found 2 papers, 0 papers with code

Enhancing Certified Robustness of Smoothed Classifiers via Weighted Model Ensembling

no code implementations28 Sep 2020 Chizhou Liu, Yunzhen Feng, Ranran Wang, Bin Dong

Moreover, SWEEN models constructed using a few small models can achieve comparable performance to a single large model with a notable reduction in training time.

Enhancing Certified Robustness via Smoothed Weighted Ensembling

no code implementations ICML Workshop AML 2021 Chizhou Liu, Yunzhen Feng, Ranran Wang, Bin Dong

Moreover, SWEEN models constructed using a few small models can achieve comparable performance to a single large model with a notable reduction in training time.

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