Dr. Van Houdnos will describe his research into developing a continuous integration/continuous delivery Fast AI Test Harness (FAITH) to verify the robustness properties of the system’s machine learning components. The objective of the Train, but Verify project is to: (1) research and refine an AI Engineering process designed to train AI systems to have specific robustness properties, and (2) develop a testing framework capable of verifying these robustness practices. This presentation will be followed by a live Q&A period with John Helland from the project research team.
Mr. Helland and Ms. Smith will moderate a live Q&A session following Dr. Van Houdnos's presentation.
Senior Machine Learning Research Scientist, CMU SEI
Learn more about Nathan at https://resources.sei.cmu.edu/library/author.cfm?authorid=484947. Contact him via https://www.sei.cmu.edu/contact-us/index.cfm?f=Nathan&l=VanHoudnos
Monday November 9, 2020 12:40pm - 1:10pm EST
Virtual
