Regression as Classification: Influence of Task Formulation on Neural Network Features

Lawrence Stewart, Francis Bach, Quentin Berthet +1

Neural networks can be trained to solve regression problems by using gradient-based methods to minimize the square loss. However, practitioners often prefer to reformulate regressi…