AIMEE: Interactive model maintenance with rule-based surrogates

Owen Cornec, Rahul Nair, Elizabeth Daly, Oznur Alkan, Dennis Wei

Abstract: In real-world applications, such as loan approvals or claims management, machine learn-ing (ML) models need to be updated or retrained to adhere to new rules and regulations.But how can a new model...