Victoria Cox

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Autonomous Systems

Unsupervised Feature Learning

Machine Learning

Reliability Assessment

Top Venues

ACM Trans. Embed. Comput. Syst.

ACM Trans. Softw. Eng. Methodol.

Publications

Wei Huang, Xingyu Zhao, Alec Banks, Victoria Cox, Xiaowei Huang
Hierarchical Distribution-aware Testing of Deep Learning. ACM Trans. Softw. Eng. Methodol. 33 (2) (2024)
Yi Dong, Wei Huang, Vibhav Bharti, Victoria Cox, Alec Banks, Sen Wang, Xingyu Zhao, Sven Schewe, Xiaowei Huang
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance. ACM Trans. Embed. Comput. Syst. 22 (3) (2023)
Wei Huang, Xingyu Zhao, Alec Banks, Victoria Cox, Xiaowei Huang
Hierarchical Distribution-Aware Testing of Deep Learning. CoRR (2022)
Xingyu Zhao, Wei Huang, Vibhav Bharti, Yi Dong, Victoria Cox, Alec Banks, Sen Wang, Sven Schewe, Xiaowei Huang
Reliability Assessment and Safety Arguments for Machine Learning Components in Assuring Learning-Enabled Autonomous Systems. CoRR (2021)
Xingyu Zhao, Wei Huang, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang
Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. AISafety@IJCAI (2021)
Xingyu Zhao, Wei Huang, Alec Banks, Victoria Cox, David Flynn, Sven Schewe, Xiaowei Huang
Assessing the Reliability of Deep Learning Classifiers Through Robustness Evaluation and Operational Profiles. CoRR (2021)