4 citations · 4 across the 1 of their papers we have counts for
2 papers
stat.ML2021★ 6 cited
Consistent Sparse Deep Learning: Theory and Computation
Yan Sun, Qifan Song, Faming Liang
Deep learning has been the engine powering many successes of data science. However, the deep neural network (DNN), as the basic model of deep learning, is often excessively over-pa…
stat.CO2020★ 4 cited
Extended Stochastic Gradient MCMC for Large-Scale Bayesian Variable Selection
Qifan Song, Yan Sun, Mao Ye +1
Stochastic gradient Markov chain Monte Carlo (MCMC) algorithms have received much attention in Bayesian computing for big data problems, but they are only applicable to a small cla…