Active label cleaning for improved dataset quality under resource constraints

Melanie Bernhardt, Daniel C. Castro, Ryutaro Tanno +9

Imperfections in data annotation, known as label noise, are detrimental to the training of machine learning models and have an often-overlooked confounding effect on the assessment…