Survey of Automatic Differentiation in Machine Learning (2018)

This article, though dated, provides a valuable overview of automatic differentiation (AD) techniques, which are fundamental to modern machine learning. Understanding AD is crucial for researchers and practitioners alike to optimize and debug complex models.