Xinjie Lan

Explicitly Bayesian Regularizations in Deep Learning

2019 · arXiv (Cornell University)

Generalization is essential for deep learning. In contrast to previous works claiming that Deep Neural Networks (DNNs) have an implicit regularization implemented by the stochastic gradient descent, we demonstrate explicitly Bayesian regularizations in a specific …