An Adaptive Empirical Bayesian Method for Sparse Deep Learning

Wei Deng, Xiao Zhang, Faming Liang +1

We propose a novel adaptive empirical Bayesian method for sparse deep learning, where the sparsity is ensured via a class of self-adaptive spike-and-slab priors. The proposed metho…