Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models

no code implementations • 26 Nov 2021 • David Nigenda, Zohar Karnin, Muhammad Bilal Zafar, Raghu Ramesha, Alan Tan, Michele Donini, Krishnaram Kenthapadi

With the increasing adoption of machine learning (ML) models and systems in high-stakes settings across different industries, guaranteeing a model's performance after deployment has become crucial.

BIG-bench Machine Learning