From: ICML.cc/2021/Workshop/AML/Program_Chairs
title: Paper Decision
decision: Accept (Poster)
comment: This is a good paper to improve the certified robustness of neural networks by using weighted ensembling of smoothed classifiers. The paper could be significant.

From: ICML.cc/2021/Workshop/AML/Paper22/Reviewer_GLot
title: An effective experimental result of improving certified robustness by weighted model ensembling
review: This paper proposed a simple method to improve the certified robustness of neural networks by using weighted ensembling of smoothed classifiers.  Weighted ensembling is commonly used in many domains,  the author proposed theoretical explanations to show the effectiveness of SWEEN.  The paper is well written and the experiments are solid and the improvement is significant. 
rating: Accept
confidence: 4: The reviewer is confident but not absolutely certain that the evaluation is correct