Jerry Zhijian Yang

Error Analysis of Deep Learning

This review examines deep learning theory through the lens of error decomposition, systematically addressing approximation, statistical, and optimization errors. We trace the field's methodological evolution from traditional partial error analyses to emerging unified frameworks t...