Pre-prints

Exact Recovery of Number of Blocks in Blockmodels.
Yan, Bowei, Purnamrita Sarkar, and Xiuyuan Cheng.

Smooth Image-on-Scalar Regression for Brain Mapping.
Yan, Bowei, and Ying Liu

Convex Relaxation for Community Detection with Covariates. [code]
Yan, Bowei, and Purnamrita Sarkar.

Online Classification with Complex Metrics.
Yan, Bowei, Oluwasanmi Koyejo, Kai Zhong, and Pradeep Ravikumar.

Publications

Statistical Convergence Analysis of Gradient EM on General Gaussian Mixture Models.
Yan, Bowei, Mingzhang Yin, and Purnamrita Sarkar
To appear, NIPS 2017

Fast Classification with Binary Prototypes.
Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit Dhillon
In Artificial Intelligence and Statistics (AISTATS), pp. 1255-1263. 2017.

Exact tests for stochastic block models.
Vishesh Karwa, Debdeep Pati, Sonja Petrović, Liam Solus, Nikita Alexeev, Mateja Raič, Dane Wilburne, Robert Williams, Bowei Yan.
In Revision.

On Robustness of Kernel Clustering. [Extended Version] [code][Spotlight Video]
Yan, Bowei, and Purnamrita Sarkar.
Advances in Neural Information Processing Systems (NIPS), 2016.

Analysis of the pattern of potential woody cover in Texas savanna.
Yang, Xuebin, Kelley A. Crews, and Bowei Yan.
International Journal of Applied Earth Observation and Geoinformation 52 (2016): 527-531.

HodgeRank on random graphs for subjective video quality assessment.
Xu, Qianqian, Qingming Huang, Tingting Jiang, Bowei Yan, Weisi Lin, and Yuan Yao.
IEEE Transactions on Multimedia 14, no. 3 (2012): 844-857.

Random partial paired comparison for subjective video quality assessment via HodgeRank.
Xu, Qianqian, Tingting Jiang, Yuan Yao, Qingming Huang, Bowei Yan, and Weisi Lin.
In Proceedings of the 19th ACM international conference on Multimedia, pp. 393-402. ACM, 2011.