Active In-Context Learning for Tabular Foundation Models

Wilailuck Treerath, Fabrizio Pittorino

Active learning (AL) reduces labeling cost by querying informative samples, but in tabular settings its cold-start gains are often limited because uncertainty estimates are unrelia…