Mostafa Mehdipour Ghazi

To Label or Not to Label: PALM - A Predictive Model for Evaluating Sample Efficiency in Active Learning Models

Active learning (AL) seeks to reduce annotation costs by selecting the most informative samples for labeling, making it particularly valuable in resource-constrained settings. However, traditional evaluation methods, which focus solely on final accuracy, fail to capture the full dynamics of the lear…