Parallel MCMC via Weierstrass Sampler. - Xiangyu Wang 006; David B. Dunson (CoRR, 2013)

Median Selection Subset Aggregation for Parallel Inference. - Xiangyu Wang 006; Peichao Peng; David B. Dunson (NIPS, 2014)

Parallelizing MCMC with Random Partition Trees. - Xiangyu Wang 006; Fangjian Guo; Katherine A. Heller; David B. Dunson (NIPS, 2015)

On the consistency theory of high dimensional variable screening. - Xiangyu Wang 006; Chenlei Leng; David B. Dunson (NIPS, 2015)

No penalty no tears: Least squares in high-dimensional linear models. - Xiangyu Wang 006; David B. Dunson; Chenlei Leng (ICML, 2016)

DECOrrelated feature space partitioning for distributed sparse regression. - Xiangyu Wang 006; David B. Dunson; Chenlei Leng (NIPS, 2016)

Towards Unifying Hamiltonian Monte Carlo and Slice Sampling. - Yizhe Zhang 002; Xiangyu Wang 006; Changyou Chen; Ricardo Henao; Kai Fan 002; Lawrence Carin (NIPS, 2016)

Boosting Variational Inference. - Fangjian Guo; Xiangyu Wang 006; Kai Fan 002; Tamara Broderick; David B. Dunson (CoRR, 2016)

A Direct Approach for Sparse Quadratic Discriminant Analysis. - Binyan Jiang; Xiangyu Wang 006; Chenlei Leng (J. Mach. Learn. Res., 2018)