Towards Trustworthy Machine Learning in Production: An Overview of the
Robustness in MLOps Approach
Towards Trustworthy Machine Learning in Production: An Overview of the
Robustness in MLOps Approach
Artificial intelligence (AI), and especially its sub-field of Machine Learning (ML), are impacting the daily lives of everyone with their ubiquitous applications. In recent years, AI researchers and practitioners have introduced principles and guidelines to build systems that make reliable and trustworthy decisions. From a practical perspective, conventional ML systems …