Feature, Alignment, and Supervision in Category Learning: A Comparative Approach with Children and Neural Networks

Fanxiao Wani Qiu, Oscar Leong

Understanding how humans and machines learn from sparse data is central to cognitive science and machine learning. Using a species-fair design, we compare children and convolutiona…