Power to the Oracle? Design Principles for Interactive Labeling Systems in Machine Learning

Active Learning Literature Survey

Burr Settles · Minds at UW (University of Wisconsin) · 2009 · 4.8K citations · Full text

Computing, Computer Science, Machine Learning +9

Power to the People: The Role of Humans in Interactive Machine Learning

Saleema Amershi, Maya Çakmak, W. Bradley Knox et al. · AI Magazine · 2014 · 1K citations · Full text

Computing, Computer Science, Human-computer Interaction +12

Interactive machine learning

Jerry Alan Fails, Dan R. Olsen · 2003 · 604 citations

Computing, Computer Science, Artificial Intelligence +12

Deploying an interactive machine learning system in an evidence-based practice center

Byron Wallace, Kevin Small, Carla E. Brodley et al. · 2012 · 527 citations

Computing, Clinical Sciences, Health Informatics +10

Efficient Interactive Annotation of Segmentation Datasets with Polygon-RNN++

David Acuna, Huan Ling, Amlan Kar et al. · 2018 · 429 citations

Computing, Computer Science, Artificial Intelligence +16