Physical Sciences → Computer Science → Artificial Intelligence

Machine Learning and Algorithms

This cluster of papers revolves around the topic of active learning in machine learning research. It covers various aspects such as semi-supervised learning, deep learning, Gaussian processes, image classification, text categorization, batch mode active learning, statistical guarantees, and human-in-the-loop approaches.

36.2K works worldwide663.1K citations

Active LearningMachine LearningSemi-supervised LearningDeep LearningGaussian ProcessesImage ClassificationText CategorizationBatch ModeStatistical GuaranteesHuman-in-the-loop