Adaptive Variational Bayesian Inference for Sparse Deep Neural Network

Jincheng Bai, Qifan Song, Guang Cheng

In this work, we focus on variational Bayesian inference on the sparse Deep Neural Network (DNN) modeled under a class of spike-and-slab priors. Given a pre-specified sparse DNN st…