Xiangyu Wang

Publication Activity (10 Years)

Years Active: 2013-2018
Publications (10 Years): 6

Top Topics

High Dimensionality

Quadratic Discriminant Analysis

Top Venues

J. Mach. Learn. Res.

Publications

Binyan Jiang, Xiangyu Wang, Chenlei Leng
A Direct Approach for Sparse Quadratic Discriminant Analysis. J. Mach. Learn. Res. 19 (2018)
Fangjian Guo, Xiangyu Wang, Kai Fan, Tamara Broderick, David B. Dunson
Boosting Variational Inference. CoRR (2016)
Xiangyu Wang, David B. Dunson, Chenlei Leng
No penalty no tears: Least squares in high-dimensional linear models. ICML (2016)
Xiangyu Wang, David B. Dunson, Chenlei Leng
DECOrrelated feature space partitioning for distributed sparse regression. CoRR (2016)
Xiangyu Wang, David B. Dunson, Chenlei Leng
DECOrrelated feature space partitioning for distributed sparse regression. NIPS (2016)
Yizhe Zhang, Xiangyu Wang, Changyou Chen, Ricardo Henao, Kai Fan, Lawrence Carin
Towards Unifying Hamiltonian Monte Carlo and Slice Sampling. NIPS (2016)
Xiangyu Wang, Fangjian Guo, Katherine A. Heller, David B. Dunson
Parallelizing MCMC with Random Partition Trees. NIPS (2015)
Xiangyu Wang, David B. Dunson, Chenlei Leng
No penalty no tears: Least squares in high-dimensional linear models. CoRR (2015)
Xiangyu Wang, Chenlei Leng, David B. Dunson
On the consistency theory of high dimensional variable screening. NIPS (2015)
Xiangyu Wang, Chenlei Leng, David B. Dunson
On the consistency theory of high dimensional variable screening. CoRR (2015)
Xiangyu Wang, Peichao Peng, David B. Dunson
Median Selection Subset Aggregation for Parallel Inference. CoRR (2014)
Xiangyu Wang, Peichao Peng, David B. Dunson
Median Selection Subset Aggregation for Parallel Inference. NIPS (2014)
Xiangyu Wang, David B. Dunson
Parallel MCMC via Weierstrass Sampler. CoRR (2013)