Manijeh Bashar

How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation

Good generalization performance across a wide variety of domains caused by many external and internal factors is the fundamental goal of any machine learning algorithm. This paper theoretically proves that the choice of loss function matters for improving the generalization performance of deep learn…