Active learning represents a transformative paradigm in machine learning, aimed at reducing the annotation burden by selectively querying the most informative data points. This approach leverages ...

A Chinese research team wrote a review article on deep active learning, an increasingly popular method of combining active learning with deep learning for sample selection in the training of neural ...

Active and Collaborative Learning Strategies The classic: think-pair-share Think-pair-share (TPS) is the black dress of active learning: a highly flexible tool that can take as little or as much time ...

Active Learning has been referred to as many things, including “project-based learning” and “flipped classes.” The fundamental premise of active learning is the replacement of passive class time with ...