5 citations · 5 across the 2 of their papers we have counts for
2 papers
cs.LG2019
MPP: Model Performance Predictor
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh +5
Operations is a key challenge in the domain of machine learning pipeline deployments involving monitoring and management of real-time prediction quality. Typically, metrics like ac…
cs.LG2019★ 5 cited
ML Health: Fitness Tracking for Production Models
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh +5
Deployment of machine learning (ML) algorithms in production for extended periods of time has uncovered new challenges such as monitoring and management of real-time prediction qua…