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 ...

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 ...

Machine learning is a subfield of artificial intelligence, which explores how to computationally simulate (or surpass) humanlike intelligence. While some AI techniques (such as expert systems) use ...