Michael Austin Langford

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 8

Top Topics

Educational Systems

Artificial Intelligence

Enhancing Learning

Inductive Inference

Top Venues

ACM Trans. Auton. Adapt. Syst.

Softw. Syst. Model.

Publications

Michael Austin Langford, Kenneth H. Chan, Jonathon Emil Fleck, Philip K. McKinley, Betty H. C. Cheng
MoDALAS: addressing assurance for learning-enabled autonomous systems in the face of uncertainty. Softw. Syst. Model. 22 (5) (2023)
Michael Austin Langford, Betty H. C. Cheng
A Modular and Composable Approach to Develop Trusted Artificial Intelligence. ACSOS (2022)
Michael Austin Langford, Betty H. C. Cheng
"Know What You Know": Predicting Behavior for Learning-Enabled Systems When Facing Uncertainty. SEAMS@ICSE (2021)
Michael Austin Langford, Kenneth H. Chan, Jonathon Emil Fleck, Philip K. McKinley, Betty H. C. Cheng
MoDALAS: Model-Driven Assurance for Learning-Enabled Autonomous Systems. MoDELS (2021)
Michael Austin Langford, Betty H. C. Cheng
Enki: A Diversity-driven Approach to Test and Train Robust Learning-enabled Systems. ACM Trans. Auton. Adapt. Syst. 15 (2) (2021)
Betty H. C. Cheng, Robert Jared Clark, Jonathon Emil Fleck, Michael Austin Langford, Philip K. McKinley
AC-ROS: assurance case driven adaptation for the robot operating system. MoDELS (2020)
Michael Austin Langford, Glen A. Simon, Philip K. McKinley, Betty H. C. Cheng
Applying evolution and novelty search to enhance the resilience of autonomous systems. SEAMS@ICSE (2019)
Michael Austin Langford, Betty H. C. Cheng
Enhancing Learning-Enabled Software Systems to Address Environmental Uncertainty. ICAC (2019)