Selected Publications and Preprints

Convex Relaxation for Community Detection with Covariates. [arxiv] [code]
Yan, Bowei, and Purnamrita Sarkar.
arXiv preprint arXiv:1607.02675 (2016).

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

Online Classification with Complex Metrics. [PDF]
Yan, Bowei, Oluwasanmi Koyejo, Kai Zhong, and Pradeep Ravikumar.
arXiv preprint arXiv:1610.07116 (2016).

Other Publications

Fast Classification with Binary Prototypes.
Kai Zhong, Ruiqi Guo, Sanjiv Kumar, Bowei Yan, David Simcha, Inderjit Dhillon
To appear, AISTATS 2017

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.

Exact tests for stochastic block models. [PDF]
Vishesh Karwa, Debdeep Pati, Sonja Petrović, Liam Solus, Nikita Alexeev, Mateja Raič, Dane Wilburne, Robert Williams, Bowei Yan.
arxiv preprint arXiv:1612.06040 (2016).

HodgeRank on random graphs for subjective video quality assessment. [PDF]
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.[PDF]
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.