Tag: competency aware

OUTLIER DETECTION THROUGH NULL SPACE ANALYSIS OF NEURAL NETWORKS

Abstract: Many machine learning classification systems lack competency awareness. Specifically, many systems lack the ability to identify when outliers (e.g., samples that are distinct from and not represented in the training data distribution) are being presented to the system. The… Read More