Sample-Efficient Safety Assurances using Conformal Prediction

Rachel Luo, Shengjia Zhao, Jonathan Kuck +4

When deploying machine learning models in high-stakes robotics applications, the ability to detect unsafe situations is crucial. Early warning systems can provide alerts when an un…