Ian Thomas

Assessing User Trust in Active Learning Systems: Insights from Query Policy and Uncertainty Visualization

Active learning systems have become increasingly popular for various applications in machine learning (ML), including medical imaging, environmental monitoring, and geospatial analysis. These systems rely on inputs dynamically queried from people to enhance classification. Ensuring appropriate analyst trust in these s…