50 citations · 87 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
cs.RO2020★ 4 cited
Formal Verification of Robustness and Resilience of Learning-Enabled State Estimation Systems
Wei Huang, Yifan Zhou, Gaojie Jin +4
This paper presents a formal verification guided approach for a principled design and implementation of robust and resilient learning-enabled systems. We focus on learning-enabled…
cs.LG2020★ 50 cited
A Safety Framework for Critical Systems Utilising Deep Neural Networks
Xingyu Zhao, Alec Banks, James Sharp +4
Increasingly sophisticated mathematical modelling processes from Machine Learning are being used to analyse complex data. However, the performance and explainability of these model…