Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space

Huaqing Shao, Lanjun Wang, Junchi Yan. Robustness Certification for Structured Prediction with General Inputs via Safe Region Modeling in the Semimetric Output Space. In Ambuj Singh, Yizhou Sun, Leman Akoglu, Dimitrios Gunopulos, Xifeng Yan, Ravi Kumar 0001, Fatma Ozcan, Jieping Ye, editors, Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023. pages 2010-2022, ACM, 2023. [doi]

Abstract

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