Quantifying Assurance in Learning-enabled Systems

18 June 2020

Papers citing "Quantifying Assurance in Learning-enabled Systems"

4 / 4 papers shown

Title
System Safety Monitoring of Learned Components Using Temporal Metric Forecasting Sepehr Sharifi Andrea Stocco Lionel C. Briand AI4TS 48 1 0 21 May 2024
Reliability Assessment and Safety Arguments for Machine Learning Components in System Assurance Yizhen Dong Wei Huang Vibhav Bharti V. Cox Alec Banks Sen Wang Xingyu Zhao S. Schewe Xiaowei Huang 25 15 0 30 Nov 2021
Confidence Composition for Monitors of Verification Assumptions I. Ruchkin Matthew Cleaveland Radoslav Ivanov Pengyuan Lu Taylor J. Carpenter O. Sokolsky Insup Lee 44 13 0 03 Nov 2021
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS) Richard Hawkins Colin Paterson Chiara Picardi Yan Jia R. Calinescu Ibrahim Habli 18 80 0 02 Feb 2021