Data Sensitivity and Domain Specificity in Reuse of Machine Learning Applications

[摘要] Data sensitivity and domain specificity challenges arise in reuse of machine learning applications. We identify four types of machine learning applications based on different reuse strategies: generic, distinctive, selective, and exclusive. We conclude with lessons for developing and deploying machine learning applications.

[效力级别]  Early Access