Function-Space Regularization in Neural Networks: A Probabilistic Perspective

Tim G. J. Rudner, Sanyam Kapoor, Shikai Qiu +1

Parameter-space regularization in neural network optimization is a fundamental tool for improving generalization. However, standard parameter-space regularization methods make it c…