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 ...

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 ...

The COVID-19 pandemic has resulted in widespread disruptions to traditional schooling and has led to renewed interest in evaluating the best and most effective approaches to teaching and learning. In ...

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 ...

“I wish he would just lecture instead of all this active learning stuff. I just want to sit back and take notes.” I overheard this walking behind two students exiting a large lecture class. The ...