Software Numerical Instability Detection and Diagnosis by Combining Stochastic and Infinite-Precision Testing

Author:

Tang EnyiORCID,Zhang Xiangyu,Muller Norbert Th.,Chen Zhenyu,Li Xuandong

Funder

National Basic Research Program of China 973 Program

NSF Award

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Software

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Group Counselling Optimization-derived Software Bug Prediction Framework by Optimal Feature Selection-based Dimensionality Reduction;2023 13th International Conference on Cloud Computing, Data Science & Engineering (Confluence);2023-01-19

2. PyTracer: Automatically Profiling Numerical Instabilities in Python;IEEE Transactions on Computers;2022

3. Exposing numerical bugs in deep learning via gradient back-propagation;Proceedings of the 29th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering;2021-08-18

4. Accelerating Accuracy Improvement for Floating Point Programs via Memory Based Pruning;12th Asia-Pacific Symposium on Internetware;2020-11

5. Discovering discrepancies in numerical libraries;Proceedings of the 29th ACM SIGSOFT International Symposium on Software Testing and Analysis;2020-07-13

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