most citedSystematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CR2022

Evaluating Automated Driving Planner Robustness against Adversarial Influence

Andres Molina-Markham, Silvia G. Ionescu, Erin Lanus +3

Evaluating the robustness of automated driving planners is a critical and challenging task. Although methodologies to evaluate vehicles are well established, they do not yet accoun…

cs.LG2022★ 1 cited

Systematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing

Tyler Cody, Erin Lanus, Daniel D. Doyle +1

This paper demonstrates the systematic use of combinatorial coverage for selecting and characterizing test and training sets for machine learning models. The presented work adapts…