MALADY: Multiclass Active Learning with Auction Dynamics on Graphs

Gokul Bhusal, Kevin Miller, Ekaterina Merkurjev

Active learning enhances the performance of machine learning methods, particularly in semi-supervised cases, by judiciously selecting a limited number of unlabeled data points for…