2 papers
cs.SE2019
Engineering problems in machine learning systems
Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae
Fatal accidents are a major issue hindering the wide acceptance of safety-critical systems that employ machine learning and deep learning models, such as automated driving vehicles…
cs.CY2018
Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems
Hiroshi Kuwajima, Hirotoshi Yasuoka, Toshihiro Nakae
Fatal accidents are a major issue hindering the wide acceptance of safety-critical systems using machine-learning and deep-learning models, such as automated-driving vehicles. Qual…