Assuring the Machine Learning Lifecycle: Desiderata, Methods, and Challenges

Rob Ashmore, Radu Calinescu, Colin Paterson

Machine learning has evolved into an enabling technology for a wide range of highly successful applications. The potential for this success to continue and accelerate has placed ma…