Fault-Tolerant Evaluation for Sample-Efficient Model Performance Estimators

Zihan Zhu, Yanqiu Wu, Qiongkai Xu

In the era of Model-as-a-Service, organizations increasingly rely on third-party AI models for rapid deployment. However, the dynamic nature of emerging AI applications, the contin…